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Pramod K. Varshney

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2025
[j294]
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Hanning Tang, Zhiguo Wang, Xiaojing Shen, Pramod K. Varshney:
Ellipsoidal extended target estimation fusion via Wasserstein barycentric coordinates. Signal Process. 230: 109857 (2025)
[j293]
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Weiming Li, Xueqian Wang, Gang Li, Baocheng Geng, Pramod K. Varshney:
A Copula-Guided In-Model Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 63: 1-17 (2025)
[j292]
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Saikiran Bulusu, Venkata Gandikota, Arya Mazumdar, Ankit Singh Rawat, Pramod K. Varshney:
Robust Distributed Clustering With Redundant Data Assignment. IEEE Trans. Inf. Theory 71(4): 2888-2908 (2025)
[j291]
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Chang Gao, Qingfu Zhang, Pramod K. Varshney, Xi Lin, Hongwei Liu:
A Distributed Multi-Objective Detection Method for Multi-Sensor Systems With Unknown Local SNR. IEEE Trans. Signal Process. 73: 649-663 (2025)
[j290]
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Juan Hu, Lei Zuo, Pramod K. Varshney, Zhengyu Lan, Yongchan Gao:
Collaborative Trajectory Optimization for Multitarget Tracking in Airborne Radar Network With Missing Data. IEEE Trans. Signal Process. 73: 1048-1064 (2025)
[i112]
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  - journals/corr/abs-2501-13242
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Daofu Zhang, Mehrdad Pournaderi, Yu Xiang, Pramod K. Varshney:
Distributed Multiple Testing with False Discovery Rate Control in the Presence of Byzantines. CoRR abs/2501.13242 (2025)
[i111]
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  - journals/corr/abs-2502-12762
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Swatantra Kafle, Geethu Joseph, Pramod K. Varshney:
One-bit Compressed Sensing using Generative Models. CoRR abs/2502.12762 (2025)
2024
[j289]
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Chengxi Li, Gang Li, Zhuoyue Wang, Xueqian Wang, Pramod K. Varshney:
COMIC: An unsupervised change detection method for heterogeneous remote sensing images based on copula mixtures and Cycle-Consistent Adversarial Networks. Inf. Fusion 106: 102240 (2024)
[j288]
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Ayush Kumar Dwivedi, Sachin Chaudhari, Neeraj Varshney, Pramod K. Varshney:
Performance Analysis of LEO Satellite-Based IoT Networks in the Presence of Interference. IEEE Internet Things J. 11(5): 8783-8799 (2024)
[j287]
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Augustin-Alexandru Saucan, Víctor Elvira, Pramod K. Varshney, Moe Z. Win:
Information Fusion via Importance Sampling. IEEE Trans. Signal Inf. Process. over Networks 10: 376-389 (2024)
[j286]
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Juan Hu, Lei Zuo, Pramod K. Varshney, Yongchan Gao:
Resource Allocation for Distributed Multitarget Tracking in Radar Networks With Missing Data. IEEE Trans. Signal Process. 72: 718-734 (2024)
[j285]
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Guoxin Zhang, Wei Yi, Michail Matthaiou, Pramod K. Varshney:
Direct Target Localization With Low-Bit Quantization in Wireless Sensor Networks. IEEE Trans. Signal Process. 72: 3059-3075 (2024)
[j284]
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Berkan Dulek, Emre Efendi, Pramod K. Varshney:
Behavioral Utility-Based Distributed Detection With Conditionally Independent Observations. IEEE Trans. Signal Process. 72: 3717-3730 (2024)
[j283]
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Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Noisy One-Bit Compressed Sensing With Side-Information. IEEE Trans. Signal Process. 72: 3792-3804 (2024)
[c277]
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  - conf/allerton/KumarBGKV24
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Abhinav Kumar, Swastik Brahma, Baocheng Geng, Charles A. Kamhoua, Pramod K. Varshney:
A Hypothesis Testing-based Framework for Cyber Deception with Sludging. Allerton 2024: 1-8
[c276]
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Guoxin Zhang, Yunfei Liang, Wei Yi, Hien Quoc Ngo, Michail Matthaiou, Pramod K. Varshney:
Channel-Aware Direct Localization Using One-Bit Quantized Measurements. EUSIPCO 2024: 842-846
[c275]
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Mengchen Fan, Baocheng Geng, Keren Li, Xueqian Wang, Pramod K. Varshney:
Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching. FUSION 2024: 1-8
[c274]
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Hanning Tang, Xiaojing Shen, Hua Zhao, Zhiguo Wang, Pramod K. Varshney:
Bures-Wasserstein Barycentric Coordinates with Application to Diffusion Tensor Image Smoothing. FUSION 2024: 1-8
[c273]
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Guoxin Zhang, Yunfei Liang, Cong Wang, Wei Yi, Hien Quoc Ngo, Michail Matthaiou, Pramod K. Varshney:
Decentralized Direct Localization Based on Gauss-Newton Method in Multi-Sensor Networks. FUSION 2024: 1-7
[c272]
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Mei Zhang, Xiaojing Shen, Zhiguo Wang, Pramod K. Varshney:
Robust Primal-Dual Proximal Algorithm for Cooperative Localization in WSNs. FUSION 2024: 1-8
[c271]
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  - conf/icassp/RajputWSV24
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Kunwar Pritiraj Rajput, Linlong Wu, M. R. Bhavani Shankar, Pramod K. Varshney:
Joint Transmit Precoders and Passive Reflection Beamformer Design in IRS-Aided IoT Networks. ICASSP 2024: 156-160
[c270]
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Ziyang Lu, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney:
Learning-Based Cognitive Radar Resource Management for Scanning and Multi-Target Tracking. ICC 2024: 2785-2790
[c269]
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  - conf/infocom/LuGMV24
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Ziyang Lu, Mustafa Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney:
Learning-Based Resource Management in Integrated Sensing and Communication Systems. INFOCOM (Workshops) 2024: 1-6
[i110]
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  - journals/corr/abs-2405-03782
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Mengchen Fan, Baocheng Geng, Keren Li, Xueqian Wang, Pramod K. Varshney:
Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching. CoRR abs/2405.03782 (2024)
[i109]
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  - journals/corr/abs-2410-06348
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Reyhaneh Abdolazimi, Shengmin Jin, Pramod K. Varshney, Reza Zafarani:
Harnessing the Power of Noise: A Survey of Techniques and Applications. CoRR abs/2410.06348 (2024)
2023
[j282]
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  - journals/icl/NiuV23
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Ruixin Niu, Pramod K. Varshney:
Designing Local Quantizers for Distributed Detection of a Source With Unknown Location. IEEE Commun. Lett. 27(11): 3113-3117 (2023)
[j281]
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Chang Gao, Junkun Yan, Bo Chen, Pramod K. Varshney, Tianyi Jia, Hongwei Liu:
Data association for maneuvering targets through a combined siamese network and XGBoost model. Signal Process. 211: 109086 (2023)
[j280]
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Chen Quan, Nandan Sriranga, Haodong Yang, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney:
Efficient Ordered-Transmission Based Distributed Detection Under Data Falsification Attacks. IEEE Signal Process. Lett. 30: 145-149 (2023)
[j279]
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Chengxi Li, Gang Li, Xueqian Wang, Pramod K. Varshney:
A Copula-Based Method for Change Detection With Multisensor Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023)
[j278]
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Guoxin Zhang, Wei Yi, Pramod K. Varshney, Lingjiang Kong:
Direct Target Localization With Quantized Measurements in Noncoherent Distributed MIMO Radar Systems. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023)
[j277]
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  - journals/tsipn/JosephZGVV23
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Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing. IEEE Trans. Signal Inf. Process. over Networks 9: 640-654 (2023)
[j276]
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Chen Quan, Saikiran Bulusu, Baocheng Geng, Yunghsiang S. Han, Nandan Sriranga, Pramod K. Varshney:
On Ordered Transmission Based Distributed Gaussian Shift-in-Mean Detection Under Byzantine Attacks. IEEE Trans. Signal Process. 71: 3343-3356 (2023)
[j275]
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  - journals/tsp/SunWSV23
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Jiajie Sun, Zhiguo Wang, Xiaojing Shen, Pramod K. Varshney:
Optimal Power Allocation Under Different Power Availability Scenarios for Multitarget Tracking With C-MIMO Radar Systems. IEEE Trans. Signal Process. 71: 4146-4162 (2023)
[c268]
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  - conf/ciss/QuanGHV23
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Chen Quan, Baocheng Geng, Yunghsiang S. Han, Pramod K. Varshney:
Human-machine Hierarchical Networks for Decision Making under Byzantine Attacks. CISS 2023: 1-6
[c267]
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  - conf/fusion/SrirangaGV23
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Nandan Sriranga, Baocheng Geng, Pramod K. Varshney:
Sequential Processing of Observations in Human Decision-Making Systems. FUSION 2023: 1-6
[c266]
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Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney:
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking. FUSION 2023: 1-8
[c265]
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  - conf/isit/BulusuGV23
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Saikiran Bulusu, Venkata Gandikota, Pramod K. Varshney:
1-Bit Compressed Sensing with Local Sparsity Patterns. ISIT 2023: 1172-1177
[i108]
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  - journals/corr/abs-2301-07766
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Baocheng Geng, Pramod K. Varshney:
Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities. CoRR abs/2301.07766 (2023)
[i107]
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  - journals/corr/abs-2301-07767
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Nandan Sriranga, Baocheng Geng, Pramod K. Varshney:
Sequential Processing of Observations in Human Decision-Making Systems. CoRR abs/2301.07767 (2023)
[i106]
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  - journals/corr/abs-2303-16555
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Haiqi Liu, Jiajie Sun, Xuqi Zhang, Fanqin Meng, Xiaojing Shen, Pramod K. Varshney:
On Communication-Efficient Multisensor Track Association via Measurement Transformation (Extended Version). CoRR abs/2303.16555 (2023)
[i105]
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  - journals/corr/abs-2306-15135
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Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney:
On Gibbs Sampling Architecture for Labeled Random Finite Sets Multi-Object Tracking. CoRR abs/2306.15135 (2023)
[i104]
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  - journals/corr/abs-2312-00088
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Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Anomaly Detection via Learning-Based Sequential Controlled Sensing. CoRR abs/2312.00088 (2023)
2022
[j274]
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  - journals/inffus/LiLV22
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Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed detection of sparse signals with censoring sensors in clustered sensor networks. Inf. Fusion 83-84: 1-18 (2022)
[j273]
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Chengxi Li, Gang Li, Pramod K. Varshney:
Decentralized Federated Learning via Mutual Knowledge Transfer. IEEE Internet Things J. 9(2): 1136-1147 (2022)
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Chengxi Li, Gang Li, Pramod K. Varshney:
Federated Learning With Soft Clustering. IEEE Internet Things J. 9(10): 7773-7782 (2022)
[j271]
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Chengxi Li, Gang Li, Pramod K. Varshney:
Robust Federated Opportunistic Learning in the Presence of Label Quality Disparity. IEEE Internet Things J. 9(13): 10978-10987 (2022)
[j270]
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  - journals/iotj/HakanssonVWV22
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Victor Wattin Håkansson, Naveen K. D. Venkategowda, Stefan Werner, Pramod K. Varshney:
Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of Information. IEEE Internet Things J. 9(20): 20308-20321 (2022)
[j269]
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Ruiying Lu, Bo Chen, Jianqiao Sun, Wenchao Chen, Penghui Wang, Yuanwei Chen, Hongwei Liu, Pramod K. Varshney:
Heterogeneity-Aware Recurrent Neural Network for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Signal Process. 16(4): 649-665 (2022)
[j268]
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Baocheng Geng, Xiancheng Cheng, Swastik Brahma, David Kellen, Pramod K. Varshney:
Collaborative Human Decision Making With Heterogeneous Agents. IEEE Trans. Comput. Soc. Syst. 9(2): 469-479 (2022)
[j267]
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Chen Quan, Baocheng Geng, Yunghsiang S. Han, Pramod K. Varshney:
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks. IEEE Trans. Signal Inf. Process. over Networks 8: 49-62 (2022)
[j266]
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Ye Yuan, Wei Yi, Pramod K. Varshney:
Exponential Mixture Density Based Approximation to Posterior Cramr-Rao Lower Bound for Distributed Target Tracking. IEEE Trans. Signal Process. 70: 862-877 (2022)
[j265]
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Anthony Trezza, Donald J. Bucci, Pramod K. Varshney:
Multi-Sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking. IEEE Trans. Signal Process. 70: 1010-1025 (2022)
[j264]
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Qunwei Li, Bhavya Kailkhura, Ryan A. Goldhahn, Priyadip Ray, Pramod K. Varshney:
Robust Decentralized Learning Using ADMM With Unreliable Agents. IEEE Trans. Signal Process. 70: 2743-2757 (2022)
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Jun Sun, Wei Yi, Pramod K. Varshney, Lingjiang Kong:
Resource Scheduling for Multi-Target Tracking in Multi-Radar Systems With Imperfect Detection. IEEE Trans. Signal Process. 70: 3878-3893 (2022)
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Ailiya, Wei Yi, Pramod K. Varshney:
Adaptation of Frequency Hopping Interval for Radar Anti-Jamming Based on Reinforcement Learning. IEEE Trans. Veh. Technol. 71(12): 12434-12449 (2022)
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Nandan Sriranga, Anthony Trezza, Saikiran Bulusu, Donald J. Bucci, Pramod K. Varshney:
Online Identification of Recurring Changepoints. IEEECONF 2022: 426-430
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Chen Quan, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney:
Reputation and Audit Bit Based Distributed Detection in the Presence of Byzantines. IEEECONF 2022: 548-552
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Baocheng Geng, Chen Quan, Tianyun Zhang, Makan Fardad, Pramod K. Varshney:
Loss Attitude Aware Energy Management for Signal Detection. IEEECONF 2022: 824-828
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Baocheng Geng, Pramod K. Varshney:
Human-Machine Collaboration for Smart Decision Making: Current Trends and Future Opportunities. CIC 2022: 61-67
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Geethu Joseph, Pramod K. Varshney:
State Estimation of Linear Systems With Sparse Inputs and Markov-Modulated Missing Outputs. EUSIPCO 2022: 837-841
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Wael A. Hashlamoun, Swastik Brahma, Pramod K. Varshney:
Distributed Detection with Multiple Sensors in the Presence of Sybil Attacks. GLOBECOM 2022: 2770-2775
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Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Human Decision Making with Bounded Rationality. ICASSP 2022: 5493-5497
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Pranay Sharma, Rohan Panda, Gauri Joshi, Pramod K. Varshney:
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms. ICML 2022: 19683-19730
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Saikiran Bulusu, Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers. NeurIPS 2022
[i103]
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Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Monitoring and Anomaly Detection Actor-Critic Based Controlled Sensing. CoRR abs/2201.00879 (2022)
[i102]
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Pranay Sharma, Rohan Panda, Gauri Joshi, Pramod K. Varshney:
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms. CoRR abs/2203.04850 (2022)
[i101]
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Chen Quan, Yunghsiang S. Han, Baocheng Geng, Pramod K. Varshney:
Reputation and Audit Bit Based Distributed Detection in the Presence of Byzantine. CoRR abs/2204.07212 (2022)
2021
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Domenico Ciuonzo, Pierluigi Salvo Rossi, Pramod K. Varshney:
Distributed Detection in Wireless Sensor Networks Under Multiplicative Fading via Generalized Score Tests. IEEE Internet Things J. 8(11): 9059-9071 (2021)
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Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Utility-Theory-Based Optimal Resource Consumption for Inference in IoT Systems. IEEE Internet Things J. 8(15): 12279-12288 (2021)
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Chengxi Li, Gang Li, Pramod K. Varshney:
Communication-Efficient Federated Learning Based on Compressed Sensing. IEEE Internet Things J. 8(20): 15531-15541 (2021)
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Geethu Joseph, Buddhika Nettasinghe, Vikram Krishnamurthy, Pramod K. Varshney:
Controllability of Network Opinion in Erdös-Rényi Graphs Using Sparse Control Inputs. SIAM J. Control. Optim. 59(3): 2321-2345 (2021)
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Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Jize Zhang, Yi Zhou, Yingbin Liang, Thomas Yong-Jin Han, Pramod K. Varshney:
MR-GAN: Manifold Regularized Generative Adversarial Networks for Scientific Data. SIAM J. Math. Data Sci. 3(4): 1197-1222 (2021)
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Xiancheng Cheng, Baocheng Geng, Prashant Khanduri, Baixiao Chen, Pramod K. Varshney:
Joint Collaboration and Compression Design for Random Signal Detection in Wireless Sensor Networks. IEEE Signal Process. Lett. 28: 1630-1634 (2021)
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Saikiran Bulusu, Prashant Khanduri, Swatantra Kafle, Pranay Sharma, Pramod K. Varshney:
Byzantine Resilient Non-Convex SCSG With Distributed Batch Gradient Computations. IEEE Trans. Signal Inf. Process. over Networks 7: 754-766 (2021)
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Ye Yuan, Wei Yi, Reza Hoseinnezhad, Pramod K. Varshney:
Robust Power Allocation for Resource-Aware Multi-Target Tracking With Colocated MIMO Radars. IEEE Trans. Signal Process. 69: 443-458 (2021)
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Geethu Joseph, Pramod K. Varshney:
Measurement Bounds for Compressed Sensing in Sensor Networks With Missing Data. IEEE Trans. Signal Process. 69: 905-916 (2021)
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Xiancheng Cheng, Prashant Khanduri, Baixiao Chen, Pramod K. Varshney:
Joint Collaboration and Compression Design for Distributed Sequential Estimation in a Wireless Sensor Network. IEEE Trans. Signal Process. 69: 5448-5462 (2021)
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Kunwar Pritiraj Rajput, Yogesh Verma, Naveen K. D. Venkategowda, Aditya K. Jagannatham, Pramod K. Varshney:
Robust Linear Transceiver Designs for Vector Parameter Estimation in MIMO Wireless Sensor Networks Under CSI Uncertainty. IEEE Trans. Veh. Technol. 70(8): 7347-7362 (2021)
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Animesh Yadav, Chen Quan, Pramod K. Varshney, H. Vincent Poor:
On Performance Comparison of Multi-Antenna HD-NOMA, SCMA, and PD-NOMA Schemes. IEEE Wirel. Commun. Lett. 10(4): 715-719 (2021)
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Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci, Pramod K. Varshney:
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit. ACSCC 2021: 1013-1017
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Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Temporal Detection of Anomalies via Actor-Critic Based Controlled Sensing. GLOBECOM 2021: 1-6
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Swatantra Kafle, Geethu Joseph, Pramod K. Varshney:
One-Bit Compressed Sensing Using Untrained Network Prior. ICASSP 2021: 2875-2879
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Chen Quan, Baocheng Geng, Pramod K. Varshney:
On Strategic Jamming in Distributed Detection Networks. ICASSP 2021: 4760-4764
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Baocheng Geng, Quan Chen, Pramod K. Varshney:
Cognitive Memory Constrained Human Decision Making based on Multi-source Information. ICASSP 2021: 5325-5329
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Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
A Scalable Algorithm for Anomaly Detection via Learning-Based Controlled Sensing. ICC 2021: 1-6
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Saikiran Bulusu, Venkata Gandikota, Arya Mazumdar, Ankit Singh Rawat, Pramod K. Varshney:
Byzantine Resilient Distributed Clustering with Redundant Data Assignment. ISIT 2021: 2143-2148
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Sabrina Bourmani, François-Xavier Socheleau, Dominique Pastor, Prashant Khanduri, Pramod K. Varshney:
On Distributed Detection with Random Distortion Testing. ISIVC 2021: 1-6
[c247]
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Prashant Khanduri, Pranay Sharma, Haibo Yang, Mingyi Hong, Jia Liu, Ketan Rajawat, Pramod K. Varshney:
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning. NeurIPS 2021: 6050-6061
[i100]
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Haiqi Liu, Xiaojing Shen, Zhiguo Wang, Fanqin Meng, Junfeng Wang, Pramod K. Varshney:
Randomized Multiple Model Multiple Hypothesis Tracking. CoRR abs/2105.01379 (2021)
[i99]
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Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Anomaly Detection via Controlled Sensing and Deep Active Inference. CoRR abs/2105.06288 (2021)
[i98]
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Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
A Scalable Algorithm for Anomaly Detection via Learning-Based Controlled Sensing. CoRR abs/2105.06289 (2021)
[i97]
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Prashant Khanduri, Pranay Sharma, Haibo Yang, Mingyi Hong, Jia Liu, Ketan Rajawat, Pramod K. Varshney:
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning. CoRR abs/2106.10435 (2021)
[i96]
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Anthony Trezza, Donald J. Bucci Jr., Pramod K. Varshney:
Multi-sensor Joint Adaptive Birth Sampler for Labeled Random Finite Set Tracking. CoRR abs/2109.04355 (2021)
[i95]
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Chen Quan, Baocheng Geng, Yunghsiang S. Han, Pramod K. Varshney:
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks. CoRR abs/2109.13325 (2021)
[i94]
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Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing. CoRR abs/2112.04912 (2021)
2020
[j249]
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Saikiran Bulusu, Bhavya Kailkhura, Bo Li, Pramod K. Varshney, Dawn Song:
Anomalous Example Detection in Deep Learning: A Survey. IEEE Access 8: 132330-132347 (2020)
[j248]
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Wolf Peter Jean Philippe, Shan Zhang, Sara Eftekharnejad, Prasanta K. Ghosh, Pramod K. Varshney:
Mixed Copula-Based Uncertainty Modeling of Hourly Wind Farm Production for Power System Operational Planning Studies. IEEE Access 8: 138569-138583 (2020)
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Fanqin Meng, Xiaojing Shen, Zhiguo Wang, Haiqi Liu, Junfeng Wang, Yunmin Zhu, Pramod K. Varshney:
Multiple-source ellipsoidal localization using acoustic energy measurements. Autom. 112 (2020)
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Shenghua Zhou, Jing Lu, Pramod K. Varshney, Jianlai Wang, Hui Ma, Hongwei Liu:
Colocated MIMO radar waveform optimization with receive beamforming. Digit. Signal Process. 98: 102635 (2020)
[j245]
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Chen Quan, Animesh Yadav, Baocheng Geng, Pramod K. Varshney, H. Vincent Poor:
A Novel Spectrally-Efficient Uplink Hybrid-Domain NOMA System. IEEE Commun. Lett. 24(11): 2609-2613 (2020)
[j244]
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Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Signals With Censoring Sensors Via Locally Most Powerful Test. IEEE Signal Process. Lett. 27: 346-350 (2020)
[j243]
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Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney:
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications. IEEE Signal Process. Mag. 37(5): 43-54 (2020)
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Yen-Ming Chen, Feng-Tsang Wu, Chih-Peng Li, Pramod K. Varshney:
On the Design of Near-Optimal Variable-Length Error-Correcting Codes for Large Source Alphabets. IEEE Trans. Commun. 68(12): 7896-7910 (2020)
[j241]
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Zhengjue Wang, Bo Chen, Ruiying Lu, Hao Zhang, Hongwei Liu, Pramod K. Varshney:
FusionNet: An Unsupervised Convolutional Variational Network for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Image Process. 29: 7565-7577 (2020)
[j240]
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Pranay Sharma, Donald J. Bucci, Swastik K. Brahma, Pramod K. Varshney:
Communication Network Topology Inference via Transfer Entropy. IEEE Trans. Netw. Sci. Eng. 7(1): 562-575 (2020)
[j239]
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  - journals/tsp/LinCHV20
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Hsuan-Yin Lin, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney:
Minimum Byzantine Effort for Blinding Distributed Detection in Wireless Sensor Networks. IEEE Trans. Signal Process. 68: 647-661 (2020)
[j238]
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Shan Zhang, Prashant Khanduri, Pramod K. Varshney:
Distributed Sequential Detection: Dependent Observations and Imperfect Communication. IEEE Trans. Signal Process. 68: 830-842 (2020)
[j237]
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Baocheng Geng, Swastik Brahma, Thakshila Wimalajeewa, Pramod K. Varshney, Muralidhar Rangaswamy:
Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems. IEEE Trans. Signal Process. 68: 1091-1104 (2020)
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Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Stochastic Signals With 1-Bit Data in Tree-Structured Sensor Networks. IEEE Trans. Signal Process. 68: 2963-2976 (2020)
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Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers. IEEE Trans. Signal Process. 68: 4083-4093 (2020)
[j234]
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Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Signals With Physical Layer Secrecy Constraints: A Falsified Censoring Strategy. IEEE Trans. Signal Process. 68: 6040-6054 (2020)
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Ranning Wang, Animesh Yadav, Esraa A. Makled, Octavia A. Dobre, Ruiqin Zhao, Pramod K. Varshney:
Optimal Power Allocation for Full-Duplex Underwater Relay Networks With Energy Harvesting: A Reinforcement Learning Approach. IEEE Wirel. Commun. Lett. 9(2): 223-227 (2020)
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  - conf/acssc/QuanGV20
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Chen Quan, Baocheng Geng, Pramod K. Varshney:
Asymptotic Performance In Heterogeneous Human-machine Inference Networks. ACSSC 2020: 584-588
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Nandan Sriranga, Baocheng Geng, Pramod K. Varshney:
On Human Assisted Decision Making for Machines Using Correlated Observations. ACSSC 2020: 1502-1506
[c244]
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  - conf/comsnets/SinghCCV20
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Akhil Singh, Sai Praneeth Chokkarapu, Sachin Chaudhari, Pramod K. Varshney:
Copula-Based Cooperative Sensing of OFDM Signals in Cognitive Radios. COMSNETS 2020: 446-451
[c243]
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  - conf/globecom/JosephZGVV20
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Geethu Joseph, Chen Zhong, Mustafa Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney:
Anomaly Detection via Controlled Sensing and Deep Active Inference. GLOBECOM 2020: 1-6
[c242]
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Kunwar Pritiraj Rajput, Yogesh Verma, Naveen K. D. Venkategowda, Aditya K. Jagannatham, Pramod K. Varshney:
Linear MMSE Precoder Combiner Designs for Decentralized Estimation in Wireless Sensor Networks. GLOBECOM 2020: 1-6
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Saikiran Bulusu, Prashant Khanduri, Pranay Sharma, Pramod K. Varshney:
On Distributed Stochastic Gradient Descent for Nonconvex Functions in the Presence of Byzantines. ICASSP 2020: 3137-3141
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Geethu Joseph, Swatantra Kafle, Pramod K. Varshney:
One-Bit Compressed Sensing Using Generative Models. ICASSP 2020: 3437-3441
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Chengxi Li, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Signals with 1-Bit Data in Two-Level Two-Degree Tree-Structured Sensor Networks. ICASSP 2020: 5200-5204
[c238]
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  - conf/isit/GuoGV20
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Mangqing Guo, Mustafa Cenk Gursoy, Pramod K. Varshney:
Sparse Activity Detection in Cell-Free Massive MIMO systems. ISIT 2020: 1177-1182
[c237]
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Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning. SPAWC 2020: 1-5
[c236]
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Geethu Joseph, Pramod K. Varshney:
Measurement Bounds for Compressed Sensing with Missing Data. SPAWC 2020: 1-5
[i93]
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  - journals/corr/abs-2001-03166
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Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci Jr., Pramod K. Varshney:
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit. CoRR abs/2001.03166 (2020)
[i92]
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  - journals/corr/abs-2003-06979
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Saikiran Bulusu, Bhavya Kailkhura, Bo Li, Pramod K. Varshney, Dawn Song:
Anomalous Instance Detection in Deep Learning: A Survey. CoRR abs/2003.06979 (2020)
[i91]
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  - journals/corr/abs-2003-12817
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Geethu Joseph, Buddhika Nettasinghe, Vikram Krishnamurthy, Pramod K. Varshney:
Controllability of Network Opinion in Erdős-Rényi Graphs using Sparse Control Inputs. CoRR abs/2003.12817 (2020)
[i90]
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  - journals/corr/abs-2005-00224
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Prashant Khanduri, Pranay Sharma, Swatantra Kafle, Saikiran Bulusu, Ketan Rajawat, Pramod K. Varshney:
Distributed Stochastic Non-Convex Optimization: Momentum-Based Variance Reduction. CoRR abs/2005.00224 (2020)
[i89]
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  - journals/corr/abs-2006-01044
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Geethu Joseph, Mustafa Cenk Gursoy, Pramod K. Varshney:
Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning. CoRR abs/2006.01044 (2020)
[i88]
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  - journals/corr/abs-2006-06224
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Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney:
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning. CoRR abs/2006.06224 (2020)
[i87]
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  - journals/corr/abs-2011-14073
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Animesh Yadav, Chen Quan, Pramod K. Varshney, H. Vincent Poor:
On Performance Comparison of Multi-Antenna HD-NOMA, SCMA and PD-NOMA Schemes. CoRR abs/2011.14073 (2020)
[i86]
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  - journals/corr/abs-2012-11518
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Pranay Sharma, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Xue Lin, Pramod K. Varshney:
Zeroth-Order Hybrid Gradient Descent: Towards A Principled Black-Box Optimization Framework. CoRR abs/2012.11518 (2020)
[i85]
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  - journals/corr/abs-2012-13063
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Chengxi Li, Gang Li, Pramod K. Varshney:
Decentralized Federated Learning via Mutual Knowledge Transfer. CoRR abs/2012.13063 (2020)

2010 – 2019

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2019
[j232]
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Yen-Ming Chen, Feng-Tsang Wu, Chih-Peng Li, Pramod K. Varshney:
An Efficient Construction Strategy for Near-Optimal Variable-Length Error-Correcting Codes. IEEE Commun. Lett. 23(3): 398-401 (2019)
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Chang Gao, Junkun Yan, Shenghua Zhou, Pramod K. Varshney, Hongwei Liu:
Long short-term memory-based deep recurrent neural networks for target tracking. Inf. Sci. 502: 279-296 (2019)
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Xueqian Wang, Gang Li, Pramod K. Varshney:
Distributed Detection of Weak Signals From One-Bit Measurements Under Observation Model Uncertainties. IEEE Signal Process. Lett. 26(3): 415-419 (2019)
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Chengxi Li, You He, Xueqian Wang, Gang Li, Pramod K. Varshney:
Distributed Detection of Sparse Stochastic Signals via Fusion of 1-bit Local Likelihood Ratios. IEEE Signal Process. Lett. 26(12): 1738-1742 (2019)
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Neeraj Varshney, Adarsh Patel, Werner Haselmayr, Aditya K. Jagannatham, Pramod K. Varshney, Arumugam Nallanathan:
Impact of Intermediate Nanomachines in Multiple Cooperative Nanomachine-Assisted Diffusion Advection Mobile Molecular Communication. IEEE Trans. Commun. 67(7): 4856-4871 (2019)
[j227]
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Nianxia Cao, Swastik Brahma, Baocheng Geng, Pramod K. Varshney:
Optimal Auction Design With Quantized Bids for Target Tracking via Crowdsensing. IEEE Trans. Comput. Soc. Syst. 6(5): 847-857 (2019)
[j226]
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  - journals/tsipn/KafleGKWV19
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Swatantra Kafle, Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks 5(1): 15-30 (2019)
[j225]
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Shan Zhang, Lakshmi Narasimhan Theagarajan, Sora Choi, Pramod K. Varshney:
Fusion of Correlated Decisions Using Regular Vine Copulas. IEEE Trans. Signal Process. 67(8): 2066-2079 (2019)
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Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
K-Medoids Clustering of Data Sequences With Composite Distributions. IEEE Trans. Signal Process. 67(8): 2093-2106 (2019)
[j223]
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Xueqian Wang, Gang Li, Pramod K. Varshney:
Detection of Sparse Stochastic Signals With Quantized Measurements in Sensor Networks. IEEE Trans. Signal Process. 67(8): 2210-2220 (2019)
[j222]
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  - journals/tsp/KhanduriPSV19
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Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
Truncated Sequential Non-Parametric Hypothesis Testing Based on Random Distortion Testing. IEEE Trans. Signal Process. 67(15): 4027-4042 (2019)
[j221]
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  - journals/tsp/ChawlaPJV19
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Apoorva Chawla, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney:
Distributed Detection in Massive MIMO Wireless Sensor Networks Under Perfect and Imperfect CSI. IEEE Trans. Signal Process. 67(15): 4055-4068 (2019)
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Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Online Design of Optimal Precoders for High Dimensional Signal Detection. IEEE Trans. Signal Process. 67(15): 4122-4135 (2019)
[j219]
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Chengxi Li, Gang Li, Bhavya Kailkhura, Pramod K. Varshney:
Secure Distributed Detection of Sparse Signals via Falsification of Local Compressive Measurements. IEEE Trans. Signal Process. 67(18): 4696-4706 (2019)
[j218]
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Xueqian Wang, Gang Li, Chen Quan, Pramod K. Varshney:
Distributed Detection of Sparse Stochastic Signals With Quantized Measurements: The Generalized Gaussian Case. IEEE Trans. Signal Process. 67(18): 4886-4898 (2019)
[j217]
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Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
Sequential Random Distortion Testing of Non-Stationary Processes. IEEE Trans. Signal Process. 67(21): 5450-5462 (2019)
[j216]
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Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney:
Decentralized Gaussian Filters for Cooperative Self-Localization and Multi-Target Tracking. IEEE Trans. Signal Process. 67(22): 5896-5911 (2019)
[c235]
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Baocheng Geng, Swastik Brahma, Pramod K. Varshney:
A Truthful Mechanism For Mobility Management In Unmanned Aerial Vehicles Networks. ACSSC 2019: 401-405
[c234]
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Shan Zhang, Prashant Khanduri, Pramod K. Varshney:
Distributed Sequential Hypothesis Testing with Dependent Sensor Observations. ACSSC 2019: 1862-1866
[c233]
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Xueqian Wang, Gang Li, Chen Quan, Pramod K. Varshney:
Distributed Detection of Generalized Gaussian Sparse Signals with One-Bit Measurements (Poster). FUSION 2019: 1-5
[c232]
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Donald J. Bucci, Pramod K. Varshney:
Decentralized Multi-target Tracking in Urban Environments: Overview and Challenges. FUSION 2019: 1-8
[c231]
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Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney:
On Decentralized Self-localization and Tracking Under Measurement Origin Uncertainty. FUSION 2019: 1-8
[c230]
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Hanning Tang, Haiqi Liu, Bing Liu, Xiaojing Shen, Pramod K. Varshney:
Some Results on Generalized Ellipsoid Intersection Fusion. FUSION 2019: 1-6
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Shan Zhang, Baocheng Geng, Pramod K. Varshney, Muralidhar Rangaswamy:
Fusion of Deep Neural Networks for Activity Recognition: A Regular Vine Copula Based Approach. FUSION 2019: 1-7
[c228]
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Saikiran Bulusu, Qunwei Li, Pramod K. Varshney:
On Convex Stochastic Variance Reduced Gradient for Adversarial Machine Learning. GlobalSIP 2019: 1-5
[c227]
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Baocheng Geng, Pramod K. Varshney, Muralidhar Rangaswamy:
On Amelioration Of Human Cognitive Biases In Binary Decision Making. GlobalSIP 2019: 1-5
[c226]
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Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Noisy 1-Bit Compressed Sensing with Heterogeneous Side-information. ICASSP 2019: 4873-4877
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Baocheng Geng, Pramod K. Varshney:
On Decision Making In Human-Machine Networks. MASS 2019: 37-45
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Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Online Linear Compression with Side Information for Distributed Detection of High Dimensional Signals. SPAWC 2019: 1-5
[i84]
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Donald J. Bucci Jr., Pramod K. Varshney:
Decentralized Multi-target Tracking in Urban Environments: Overview and Challenges. CoRR abs/1906.00770 (2019)
[i83]
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Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers. CoRR abs/1909.01463 (2019)
[i82]
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Fanqin Meng, Xiaojing Shen, Zhiguo Wang, Haiqi Liu, Junfeng Wang, Yunmin Zhu, Pramod K. Varshney:
Multiple-Source Ellipsoidal Localization Using Acoustic Energy Measurements. CoRR abs/1911.07180 (2019)
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Prashant Khanduri, Saikiran Bulusu, Pranay Sharma, Pramod K. Varshney:
Byzantine Resilient Non-Convex SVRG with Distributed Batch Gradient Computations. CoRR abs/1912.04531 (2019)
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Pranay Sharma, Prashant Khanduri, Saikiran Bulusu, Ketan Rajawat, Pramod K. Varshney:
Parallel Restarted SPIDER - Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity. CoRR abs/1912.06036 (2019)
2018
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Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney:
Secure Networked Inference with Unreliable Data Sources. Springer 2018, ISBN 978-981-13-2311-9, pp. 1-208
[j215]
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Amrita Mishra, Vini Gupta, Saumya Dwivedi, Aditya K. Jagannatham, Pramod K. Varshney:
Sparse Bayesian Learning-Based Target Imaging and Parameter Estimation for Monostatic MIMO Radar Systems. IEEE Access 6: 68545-68559 (2018)
[j214]
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Bhavya Kailkhura, Jayaraman J. Thiagarajan, Charvi Rastogi, Pramod K. Varshney, Peer-Timo Bremer:
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms. J. Mach. Learn. Res. 19: 34:1-34:46 (2018)
[j213]
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Qunwei Li, Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime. IEEE J. Sel. Top. Signal Process. 12(5): 1005-1014 (2018)
[j212]
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Onur Ozdemir, Thomas G. Allen, Sora Choi, Thakshila Wimalajeewa, Pramod K. Varshney:
Copula Based Classifier Fusion Under Statistical Dependence. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2740-2748 (2018)
[j211]
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Ruixin Niu, Aditya Vempaty, Pramod K. Varshney:
Received-Signal-Strength-Based Localization in Wireless Sensor Networks. Proc. IEEE 106(7): 1166-1182 (2018)
[j210]
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Kyatsandra G. Nagananda, Pramod K. Varshney:
On Weak Signal Detection With Compressive Measurements. IEEE Signal Process. Lett. 25(1): 125-129 (2018)
[j209]
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Abhinav Goel, Adarsh Patel, Kyatsandra G. Nagananda, Pramod K. Varshney:
Robustness of the Counting Rule for Distributed Detection in Wireless Sensor Networks. IEEE Signal Process. Lett. 25(8): 1191-1195 (2018)
[j208]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing Based Classification in the Presence of Intra-and Inter-Signal Correlation. IEEE Signal Process. Lett. 25(9): 1398-1402 (2018)
[j207]
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Xueqian Wang, Gang Li, Pramod K. Varshney:
Detection of Sparse Signals in Sensor Networks via Locally Most Powerful Tests. IEEE Signal Process. Lett. 25(9): 1418-1422 (2018)
[j206]
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Sinan Gezici, Pramod K. Varshney:
On the Optimality of Likelihood Ratio Test for Prospect Theory-Based Binary Hypothesis Testing. IEEE Signal Process. Lett. 25(12): 1845-1849 (2018)
[j205]
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Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney:
Cognitive MIMO-RF/FSO Cooperative Relay Communication With Mobile Nodes and Imperfect Channel State Information. IEEE Trans. Cogn. Commun. Netw. 4(3): 544-555 (2018)
[j204]
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Yunghsiang S. Han, Ting-Yi Wu, Po-Ning Chen, Pramod K. Varshney:
A Low-Complexity Maximum-Likelihood Decoder for Tail-Biting Convolutional Codes. IEEE Trans. Commun. 66(5): 1859-1870 (2018)
[j203]
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Neeraj Varshney, Adarsh Patel, Yansha Deng, Werner Haselmayr, Pramod K. Varshney, Arumugam Nallanathan:
Abnormality Detection Inside Blood Vessels With Mobile Nanomachines. IEEE Trans. Mol. Biol. Multi Scale Commun. 4(3): 189-194 (2018)
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Wael A. Hashlamoun, Swastik Brahma, Pramod K. Varshney:
Mitigation of Byzantine Attacks on Distributed Detection Systems Using Audit Bits. IEEE Trans. Signal Inf. Process. over Networks 4(1): 18-32 (2018)
[j201]
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Wael A. Hashlamoun, Swastik Brahma, Pramod K. Varshney:
Audit Bit Based Distributed Bayesian Detection in the Presence of Byzantines. IEEE Trans. Signal Inf. Process. over Networks 4(4): 643-655 (2018)
[j200]
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Adarsh Patel, Hukma Ram, Aditya K. Jagannatham, Pramod K. Varshney:
Robust Cooperative Spectrum Sensing for MIMO Cognitive Radio Networks Under CSI Uncertainty. IEEE Trans. Signal Process. 66(1): 18-33 (2018)
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Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing-Based Detection With Multimodal Dependent Data. IEEE Trans. Signal Process. 66(3): 627-640 (2018)
[j198]
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Aditya Vempaty, Lav R. Varshney, Gregory J. Koop, Amy H. Criss, Pramod K. Varshney:
Experiments and Models for Decision Fusion by Humans in Inference Networks. IEEE Trans. Signal Process. 66(11): 2960-2971 (2018)
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Shan Zhang, Sijia Liu, Vinod Sharma, Pramod K. Varshney:
Optimal Sensor Collaboration for Parameter Tracking Using Energy Harvesting Sensors. IEEE Trans. Signal Process. 66(12): 3339-3353 (2018)
[j196]
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Chun-Yi Wei, Hsuan-Yin Lin, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney:
Target Localization Using Sensor Location Knowledge in Wireless Sensor Networks. IEEE Wirel. Commun. Lett. 7(3): 456-459 (2018)
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Neeraj Varshney, Adarsh Patel, Werner Haselmayr, Aditya K. Jagannatham, Pramod K. Varshney, Weisi Guo:
Impact of Cooperation in Flow-Induced Diffusive Mobile Molecular Communication. ACSSC 2018: 494-498
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Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Decision Tree Design for Classification in Crowdsourcing Systems. ACSSC 2018: 859-863
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Pranay Sharma, Augustin-Alexandru Saucan, Donald J. Bucci, Pramod K. Varshney:
On Self-Localization and Tracking with an Unknown Number of Targets. ACSSC 2018: 1735-1739
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Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Generalized Approximate Message Passing For Noisy 1-Bit Compressed Sensing With Side-Information. ACSSC 2018: 1964-1968
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Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
On Random Distortion Testing Based Sequential Non-Parametric Hypothesis Testing^*. Allerton 2018: 328-334
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Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney:
On diffusive molecular communication with mobile nanomachines. CISS 2018: 1-6
[c217]
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Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
Clustering under composite generative models. CISS 2018: 1-6
[c216]
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Thakshila Wimalajeewa, Pramod K. Varshney, Muralidhar Rangaswamy:
On Integrating Human Decisions with Physical Sensors for Binary Decision Making. FUSION 2018: 1-5
[c215]
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Shan Zhang, Jielong Xu, Sora Choi, Jian Tang, Pramod K. Varshney, Zhenhua Chen:
A Parallel Platform for Fusion of Heterogeneous Stream Data. FUSION 2018: 588-594
[c214]
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Nandan Sriranga, Kyatsandra G. Nagananda, Rick S. Blum, Augustin-Alexandru Saucan, Pramod K. Varshney:
Energy-Efficient Decision Fusion for Distributed Detection in Wireless Sensor Networks. FUSION 2018: 1541-1547
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Augustin-Alexandru Saucan, Pramod K. Varshney:
Distributed Cross-Entropy δ-GLMB Filter for Multi-Sensor Multi-Target Tracking. FUSION 2018: 1559-1566
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Prashant Khanduri, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Online Design of Precoders for High Dimensional Signal Detection in Wireless Sensor Networks. FUSION 2018: 2368-2375
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Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
Exponentially Consistent K-Means Clustering Algorithm Based on Kolmogrov-Smirnov Test. ICASSP 2018: 2296-2300
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Prashant Khanduri, Dominique Pastor, Vinod Sharma, Pramod K. Varshney:
On Sequential Random Distortion Testing of Non-Stationary Processes. ICASSP 2018: 3944-3948
[c209]
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Qunwei Li, Pramod K. Varshney:
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers. ICASSP 2018: 4109-4113
[c208]
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Swatantra Kafle, Thakshila Wimalajeewa, Pramod K. Varshney:
Bayesian Sparse Signal Detection Exploiting Laplace Prior. ICASSP 2018: 4259-4263
[c207]
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Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney:
Human-Machine Inference Networks for Smart Decision Making: Opportunities and Challenges. ICASSP 2018: 6961-6965
[c206]
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Jithin Jagannath, Nicholas Polosky, Daniel O'Connor, Lakshmi Narasimhan Theagarajan, Brendan Sheaffer, Svetlana Foulke, Pramod K. Varshney:
Artificial Neural Network Based Automatic Modulation Classification over a Software Defined Radio Testbed. ICC 2018: 1-6
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Apoorva Chawla, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney:
Robust Distributed Detection in Massive MIMO Wireless Sensor Networks Under CSI Uncertainty. VTC Fall 2018: 1-5
[i79]
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Aditya Vempaty, Bhavya Kailkhura, Pramod K. Varshney:
Human-Machine Inference Networks For Smart Decision Making: Opportunities and Challenges. CoRR abs/1801.09626 (2018)
[i78]
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Ao Ren, Sijia Liu, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang:
Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems. CoRR abs/1802.00824 (2018)
[i77]
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Baocheng Geng, Qunwei Li, Pramod K. Varshney:
Decision Tree Design for Classification in Crowdsourcing Systems. CoRR abs/1805.00559 (2018)
[i76]
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Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney:
Cognitive MIMO-RF/FSO Cooperative Relay Communication with Mobile Nodes and Imperfect Channel State Information. CoRR abs/1805.05381 (2018)
[i75]
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Neeraj Varshney, Adarsh Patel, Werner Haselmayr, Aditya K. Jagannatham, Pramod K. Varshney, Weisi Guo:
Impact of Cooperation in Flow-Induced Diffusive Mobile Molecular Communication. CoRR abs/1805.09976 (2018)
[i74]
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Kush R. Varshney, Prashant Khanduri, Pranay Sharma, Shan Zhang, Pramod K. Varshney:
Why Interpretability in Machine Learning? An Answer Using Distributed Detection and Data Fusion Theory. CoRR abs/1806.09710 (2018)
[i73]
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Neeraj Varshney, Adarsh Patel, Yansha Deng, Werner Haselmayr, Pramod K. Varshney, Arumugam Nallanathan:
Abnormality Detection inside Blood Vessels with Mobile Nanomachines. CoRR abs/1807.02728 (2018)
[i72]
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Tiexing Wang, Qunwei Li, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
K-medoids Clustering of Data Sequences with Composite Distributions. CoRR abs/1807.11620 (2018)
[i71]
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Nandan Sriranga, Kyatsandra G. Nagananda, Rick S. Blum, Augustin-Alexandru Saucan, Pramod K. Varshney:
Energy-efficient Decision Fusion for Distributed Detection in Wireless Sensor Networks. CoRR abs/1809.03653 (2018)
[i70]
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Sinan Gezici, Pramod K. Varshney:
On the optimality of likelihood ratio test for prospect theory based binary hypothesis testing. CoRR abs/1810.08469 (2018)
[i69]
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Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Yi Zhou, Yingbin Liang, Pramod K. Varshney:
MR-GAN: Manifold Regularized Generative Adversarial Networks. CoRR abs/1811.10427 (2018)
2017
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Venkata Sriram Siddhardh Nadendla, Vinod Sharma, Pramod K. Varshney:
On Strategic Multi-Antenna Jamming in Centralized Detection Networks. IEEE Signal Process. Lett. 24(2): 186-190 (2017)
[j194]
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Siva Ram Krishna Vadali, Priyadip Ray, Subrahmanyam Mula, Pramod K. Varshney:
Linear Detection of a Weak Signal in Additive Cauchy Noise. IEEE Trans. Commun. 65(3): 1061-1076 (2017)
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Koray Ozcan, Senem Velipasalar, Pramod K. Varshney:
Autonomous Fall Detection With Wearable Cameras by Using Relative Entropy Distance Measure. IEEE Trans. Hum. Mach. Syst. 47(1): 31-39 (2017)
[j192]
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Chun-Yi Wei, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney:
Local Threshold Design for Target Localization Using Error Correcting Codes in Wireless Sensor Networks in the Presence of Byzantine Attacks. IEEE Trans. Inf. Forensics Secur. 12(7): 1571-1584 (2017)
[j191]
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V. Sriram Siddhardh Nadendla, Swastik K. Brahma, Pramod K. Varshney:
Optimal Spectrum Auction Design With 2-D Truthful Revelations Under Uncertain Spectrum Availability. IEEE/ACM Trans. Netw. 25(1): 420-433 (2017)
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Thakshila Wimalajeewa, Pramod K. Varshney:
Sparse Signal Detection With Compressive Measurements via Partial Support Set Estimation. IEEE Trans. Signal Inf. Process. over Networks 3(1): 46-60 (2017)
[j189]
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Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney:
Data Falsification Attacks on Consensus-Based Detection Systems. IEEE Trans. Signal Inf. Process. over Networks 3(1): 145-158 (2017)
[j188]
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Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su:
Detection of Single Versus Multiple Antenna Transmission Systems Using Pilot Data. IEEE Trans. Signal Inf. Process. over Networks 3(1): 159-171 (2017)
[j187]
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Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative Compressive Detection With Physical Layer Secrecy Constraints. IEEE Trans. Signal Process. 65(4): 1013-1025 (2017)
[j186]
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Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Multi-Object Classification via Crowdsourcing With a Reject Option. IEEE Trans. Signal Process. 65(4): 1068-1081 (2017)
[j185]
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Qunwei Li, Pramod K. Varshney:
Resource Allocation and Outage Analysis for an Adaptive Cognitive Two-Way Relay Network. IEEE Trans. Wirel. Commun. 16(7): 4727-4737 (2017)
[j184]
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Bhavya Kailkhura, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Subspace-Aware Index Codes. IEEE Wirel. Commun. Lett. 6(3): 366-369 (2017)
[c204]
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  - conf/aspdac/RenLCWVW17
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Ao Ren, Sijia Liu, Ruizhe Cai, Wujie Wen, Pramod K. Varshney, Yanzhi Wang:
Algorithm-hardware co-optimization of the memristor-based framework for solving SOCP and homogeneous QCQP problems. ASP-DAC 2017: 788-793
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Thakshila Wimalajeewa, Pramod K. Varshney:
Robust detection of random events with spatially correlated data in wireless sensor networks via distributed compressive sensing. CAMSAP 2017: 1-5
[c202]
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Jithin Jagannath, Daniel O'Connor, Nicholas Polosky, Brendan Sheaffer, Svetlana Foulke, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Design and evaluation of hierarchical hybrid automatic modulation classifier using software defined radios. CCWC 2017: 1-7
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Qunwei Li, Pramod K. Varshney:
Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance? SocialSens@CPSWeek 2017: 49-54
[c200]
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Sijia Liu, Ao Ren, Yanzhi Wang, Pramod K. Varshney:
Ultra-fast robust compressive sensing based on memristor crossbars. ICASSP 2017: 1133-1137
[c199]
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Prashant Khanduri, Aditya Vempaty, Pramod K. Varshney:
A unified diversity measure for distributed inference. ICASSP 2017: 3934-3938
[c198]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Detection with multimodal dependent data using low-dimensional random projections. ICASSP 2017: 4621-4625
[c197]
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Shan Zhang, Aditya Vempaty, Susan E. Parks, Pramod K. Varshney:
On classification of environmental acoustic data using crowds. ICASSP 2017: 5880-5884
[c196]
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Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney:
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization. ICML 2017: 2111-2119
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Onur Ozdemir, Lakshmi Narasimhan Theagarajan, Mohit Agarwal, Thakshila Wimalajeewa, Pramod K. Varshney:
An MCMC Approach to Multisensor Linear Modulation Classification. WCNC 2017: 1-6
[i68]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing Based Detection With Multimodal-Dependent Data. CoRR abs/1701.01352 (2017)
[i67]
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Bhavya Kailkhura, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney:
Subspace-Aware Index Codes. CoRR abs/1702.03589 (2017)
[i66]
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Qunwei Li, Pramod K. Varshney:
Does Confidence Reporting from the Crowd Benefit Crowdsourcing Performance? CoRR abs/1704.00768 (2017)
[i65]
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Qunwei Li, Yi Zhou, Yingbin Liang, Pramod K. Varshney:
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization. CoRR abs/1705.04925 (2017)
[i64]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Robust Detection of Random Events with Spatially Correlated Data in Wireless Sensor Networks via Distributed Compressive Sensing. CoRR abs/1707.08208 (2017)
[i63]
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  - journals/corr/abs-1710-00555
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Neeraj Varshney, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney:
Design and Performance Analysis of Dual and Multi-hop Diffusive Molecular Communication Systems. CoRR abs/1710.00555 (2017)
[i62]
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Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney:
Diffusive Molecular Communication with Nanomachine Mobility. CoRR abs/1710.00561 (2017)
[i61]
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Qunwei Li, Bhavya Kailkhura, Ryan A. Goldhahn, Priyadip Ray, Pramod K. Varshney:
Robust Federated Learning Using ADMM in the Presence of Data Falsifying Byzantines. CoRR abs/1710.05241 (2017)
[i60]
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Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney:
A Memristor-Based Optimization Framework for AI Applications. CoRR abs/1710.08882 (2017)
[i59]
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Qunwei Li, Pramod K. Varshney:
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers. CoRR abs/1710.09901 (2017)
[i58]
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  - journals/corr/abs-1712-03296
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Qunwei Li, Tiexing Wang, Donald J. Bucci, Yingbin Liang, Biao Chen, Pramod K. Varshney:
Nonparametric Composite Hypothesis Testing in an Asymptotic Regime. CoRR abs/1712.03296 (2017)
[i57]
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  - journals/corr/abs-1712-06028
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Bhavya Kailkhura, Jayaraman J. Thiagarajan, Charvi Rastogi, Pramod K. Varshney, Peer-Timo Bremer:
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms. CoRR abs/1712.06028 (2017)
2016
[j183]
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Prashant Khanduri, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Pramod K. Varshney:
Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach. IEEE Signal Process. Lett. 23(10): 1484-1488 (2016)
[j182]
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Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Optimal Auction Design With Quantized Bids. IEEE Signal Process. Lett. 23(11): 1518-1522 (2016)
[j181]
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Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Yunghsiang S. Han, Pramod K. Varshney:
Permutation Trellis Coded Multi-Level FSK Signaling to Mitigate Primary User Interference in Cognitive Radio Networks. IEEE Trans. Commun. 64(1): 104-116 (2016)
[j180]
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Raghed El-Bardan, Swastik Brahma, Pramod K. Varshney:
Strategic Power Allocation With Incomplete Information in the Presence of a Jammer. IEEE Trans. Commun. 64(8): 3467-3479 (2016)
[j179]
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Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Pramod K. Varshney:
Stair blue noise sampling. ACM Trans. Graph. 35(6): 248:1-248:10 (2016)
[j178]
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Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery With Sensor Networks. IEEE Trans. Signal Process. 64(3): 556-566 (2016)
[j177]
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Hao He, Pramod K. Varshney:
A Coalitional Game for Distributed Inference in Sensor Networks With Dependent Observations. IEEE Trans. Signal Process. 64(7): 1854-1866 (2016)
[j176]
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V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Design of Binary Quantizers for Distributed Detection Under Secrecy Constraints. IEEE Trans. Signal Process. 64(10): 2636-2648 (2016)
[j175]
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Sijia Liu, Sundeep Prabhakar Chepuri, Makan Fardad, Engin Masazade, Geert Leus, Pramod K. Varshney:
Sensor Selection for Estimation with Correlated Measurement Noise. IEEE Trans. Signal Process. 64(13): 3509-3522 (2016)
[j174]
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Nianxia Cao, Sora Choi, Engin Masazade, Pramod K. Varshney:
Sensor Selection for Target Tracking in Wireless Sensor Networks With Uncertainty. IEEE Trans. Signal Process. 64(20): 5191-5204 (2016)
[j173]
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Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
Optimized Sensor Collaboration for Estimation of Temporally Correlated Parameters. IEEE Trans. Signal Process. 64(24): 6613-6626 (2016)
[j172]
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Jyoti Mansukhani, Priyadip Ray, Pramod K. Varshney:
Coupled Detection and Estimation Based Censored Spectrum Sharing in Cognitive Radio Networks. IEEE Trans. Wirel. Commun. 15(6): 4206-4217 (2016)
[j171]
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Piyush Bhardwaj, Ankita Panwar, Onur Ozdemir, Engin Masazade, Irina Kasperovich, Andrew L. Drozd, Chilukuri K. Mohan, Pramod K. Varshney:
Enhanced Dynamic Spectrum Access in Multiband Cognitive Radio Networks via Optimized Resource Allocation. IEEE Trans. Wirel. Commun. 15(12): 8093-8106 (2016)
[j170]
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Bhavya Kailkhura, Sijia Liu, Thakshila Wimalajeewa, Pramod K. Varshney:
Measurement Matrix Design for Compressed Detection With Secrecy Guarantees. IEEE Wirel. Commun. Lett. 5(4): 420-423 (2016)
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V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
Towards the design of prospect-theory based human decision rules for hypothesis testing. Allerton 2016: 766-773
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Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney:
Optimal energy allocation and storage control for distributed estimation with sensor collaboration. CISS 2016: 42-47
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Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Portfolio theory based sensor selection in Wireless Sensor Networks with unreliable observations. CISS 2016: 454-459
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Raghed El-Bardan, Walid Saad, Swastik Brahma, Pramod K. Varshney:
Matching theory for cognitive spectrum allocation in wireless networks. CISS 2016: 466-471
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Nianxia Cao, Yanzhi Wang, Swastik Brahma, Pramod K. Varshney:
Charging state aware optimal auction design for sensor selection in crowdsourcing based sensor networks. FUSION 2016: 626-633
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Prashant Khanduri, Vinod Sharma, Pramod K. Varshney:
Detection diversity of spatio-temporal data using Pitman's efficiency for low SNR regimes. GlobalSIP 2016: 143-147
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Sijia Liu, Vinod Sharma, Pramod K. Varshney:
Towards an online energy allocation policy for distributed estimation with sensor collaboration using energy harvesting sensors. GlobalSIP 2016: 500-504
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Sijia Liu, Nianxia Cao, Pramod K. Varshney:
Sensor placement for field estimation via Poisson disk sampling. GlobalSIP 2016: 520-524
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Raghed El-Bardan, Vinod Sharma, Pramod K. Varshney:
Learning equilibria for power allocation games in cognitive radio networks with a jammer. GlobalSIP 2016: 1104-1109
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Swatantra Kafle, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized joint sparsity pattern recovery using 1-bit compressive sensing. GlobalSIP 2016: 1354-1358
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Swastik Brahma, Kevin A. Kwiat, Pramod K. Varshney, Charles A. Kamhoua:
CSRS: Cyber Survive and Recover Simulator. HASE 2016: 110-113
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Bhavya Kailkhura, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Pramod K. Varshney:
Theoretical guarantees for poisson disk sampling using pair correlation function. ICASSP 2016: 2589-2593
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Po-Ning Chen, Yunghsiang S. Han, Hsuan-Yin Lin, Pramod K. Varshney:
Optimal Byzantine attack for distributed inference with M-ary quantized data. ISIT 2016: 2474-2478
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Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Zhenliang Zhang, Pramod K. Varshney:
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models. NIPS Time Series Workshop 2016: 27-37
[i56]
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Prashant Khanduri, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Pramod K. Varshney:
Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach. CoRR abs/1601.06201 (2016)
[i55]
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Qunwei Li, Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Multi-object Classification via Crowdsourcing with a Reject Option. CoRR abs/1602.00575 (2016)
[i54]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Sparse Signal Detection with Compressive Measurements via Partial Support Set Estimation. CoRR abs/1602.06230 (2016)
[i53]
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Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
Optimized Sensor Collaboration for Estimation of Temporally Correlated Parameters. CoRR abs/1603.03448 (2016)
[i52]
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V. Sriram Siddhardh Nadendla, Vinod Sharma, Pramod K. Varshney:
On Strategic Multi-Antenna Jamming in Centralized Detection Networks. CoRR abs/1608.04705 (2016)
[i51]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Detection with Multimodal Dependent Data Using Low Dimensional Random Projections. CoRR abs/1609.05111 (2016)
[i50]
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V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
Towards the Design of Prospect-Theory based Human Decision Rules for Hypothesis Testing. CoRR abs/1610.01085 (2016)
[i49]
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Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su:
Detection of Single vs Multiple Antenna Transmission Systems Using Pilot Data. CoRR abs/1611.00312 (2016)
[i48]
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Qunwei Li, Bhavya Kailkhura, Jayaraman J. Thiagarajan, Zhenliang Zhang, Pramod K. Varshney:
Influential Node Detection in Implicit Social Networks using Multi-task Gaussian Copula Models. CoRR abs/1611.10305 (2016)
2015
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Bhavya Kailkhura, V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Distributed inference in the presence of eavesdroppers: a survey. IEEE Commun. Mag. 53(6): 40-46 (2015)
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Renbin Peng, Pramod K. Varshney:
On performance limits of image segmentation algorithms. Comput. Vis. Image Underst. 132: 24-38 (2015)
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Amit K. Roy-Chowdhury, Mohan S. Kankanhalli, Janusz Konrad, Christian Micheloni, Pramod K. Varshney:
Introduction to the Issue on Signal Processing for Situational Awareness From Networked Sensors and Social Media. IEEE J. Sel. Top. Signal Process. 9(2): 201-203 (2015)
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Renbin Peng, Pramod K. Varshney:
A human visual system-driven image segmentation algorithm. J. Vis. Commun. Image Represent. 26: 66-79 (2015)
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Bhavya Kailkhura, Yunghsiang Sam Han, Swastik Brahma, Pramod K. Varshney:
Asymptotic Analysis of Distributed Bayesian Detection with Byzantine Data. IEEE Signal Process. Lett. 22(5): 608-612 (2015)
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Nilanjan Biswas, Priyadip Ray, Pramod K. Varshney:
Distributed Detection Over Channels with Memory. IEEE Signal Process. Lett. 22(12): 2494-2498 (2015)
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Yunghsiang Sam Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney:
Update-Efficient Error-Correcting Product-Matrix Codes. IEEE Trans. Commun. 63(6): 1925-1938 (2015)
[j162]
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Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Subspace Recovery From Structured Union of Subspaces. IEEE Trans. Inf. Theory 61(4): 2101-2114 (2015)
[j161]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Wireless Compressive Sensing Over Fading Channels With Distributed Sparse Random Projections. IEEE Trans. Signal Inf. Process. over Networks 1(1): 33-44 (2015)
[j160]
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Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Target Tracking via Crowdsourcing: A Mechanism Design Approach. IEEE Trans. Signal Process. 63(6): 1464-1476 (2015)
[j159]
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Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
Sparsity-Aware Sensor Collaboration for Linear Coherent Estimation. IEEE Trans. Signal Process. 63(10): 2582-2596 (2015)
[j158]
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Arun Subramanian, Ashok Sundaresan, Pramod K. Varshney:
Detection of Dependent Heavy-Tailed Signals. IEEE Trans. Signal Process. 63(11): 2790-2803 (2015)
[j157]
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Bhavya Kailkhura, Aditya Vempaty, Pramod K. Varshney:
Distributed Inference in Tree Networks Using Coding Theory. IEEE Trans. Signal Process. 63(14): 3715-3726 (2015)
[j156]
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Hao He, Pramod K. Varshney:
Fusing Censored Dependent Data for Distributed Detection. IEEE Trans. Signal Process. 63(16): 4385-4395 (2015)
[j155]
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Bhavya Kailkhura, Yunghsiang Sam Han, Swastik Brahma, Pramod K. Varshney:
Distributed Bayesian Detection in the Presence of Byzantine Data. IEEE Trans. Signal Process. 63(19): 5250-5263 (2015)
[j154]
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Yujiao Zheng, Nianxia Cao, Thakshila Wimalajeewa, Pramod K. Varshney:
Compressive Sensing Based Probabilistic Sensor Management for Target Tracking in Wireless Sensor Networks. IEEE Trans. Signal Process. 63(22): 6049-6060 (2015)
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Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su:
Distributed Maximum Likelihood Classification of Linear Modulations Over Nonidentical Flat Block-Fading Gaussian Channels. IEEE Trans. Wirel. Commun. 14(2): 724-737 (2015)
[j152]
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Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su:
Asynchronous Linear Modulation Classification With Multiple Sensors via Generalized EM Algorithm. IEEE Trans. Wirel. Commun. 14(11): 6389-6400 (2015)
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Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
On optimal sensor collaboration for distributed estimation with individual power constraints. ACSSC 2015: 571-575
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Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Sijia Liu, Pramod K. Varshney:
Joint sparsity pattern recovery with 1-bit compressive sensing in sensor networks. ACSSC 2015: 1472-1476
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Hao He, Arun Subramanian, Sora Choi, Pramod K. Varshney, Thyagaraju R. Damarla:
Social media data assisted inference with application to stock prediction. ACSSC 2015: 1801-1805
[c177]
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V. Sriram Siddhardh Nadendla, Sijia Liu, Pramod K. Varshney:
Design of transmit-diversity schemes in detection networks under secrecy constraints. Allerton 2015: 794-801
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Rui Zhang, Gang Li, Carmine Clemente, Pramod K. Varshney:
Helicopter classification via period estimation and time-frequency masks. CAMSAP 2015: 61-64
[c175]
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Sijia Liu, Feishe Chen, Aditya Vempaty, Makan Fardad, Lixin Shen, Pramod K. Varshney:
Sparsity-promoting sensor management for estimation: An energy balance point of view. FUSION 2015: 231-238
[c174]
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Hao He, Sora Choi, Pramod K. Varshney, Wei Su:
Distributed classification under statistical dependence with application to automatic modulation classification. FUSION 2015: 1597-1602
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Aditya Vempaty, Lav R. Varshney, Gregory J. Koop, Amy H. Criss, Pramod K. Varshney:
Decision fusion by people: Experiments, models, and sociotechnical system design. GlobalSIP 2015: 83-87
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Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney:
Sensor selection with correlated measurements for target tracking in wireless sensor networks. ICASSP 2015: 4030-4034
[c171]
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V. Sriram Siddhardh Nadendla, Yunghsiang Sam Han, Pramod K. Varshney:
Information-dispersal games for security in cognitive-radio networks. ISIT 2015: 1600-1604
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Thakshila Wimalajeewa, Jithin Jagannath, Pramod K. Varshney, Andrew L. Drozd, Wei Su:
Distributed asynchronous modulation classification based on hybrid maximum likelihood approach. MILCOM 2015: 1519-1523
[i47]
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Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative Compressive Detection with Physical Layer Secrecy Constraints. CoRR abs/1502.05370 (2015)
[i46]
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Bhavya Kailkhura, V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Distributed Inference in the Presence of Eavesdroppers: A Survey. CoRR abs/1502.05448 (2015)
[i45]
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Hao He, Pramod K. Varshney:
Fusing Censored Dependent Data for Distributed Detection. CoRR abs/1503.07826 (2015)
[i44]
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Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney:
Consensus based Detection in the Presence of Data Falsification Attacks. CoRR abs/1504.03413 (2015)
[i43]
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Hao He, Pramod K. Varshney:
A Coalitional Game for Distributed Inference in Sensor Networks with Dependent Observations. CoRR abs/1504.03679 (2015)
[i42]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Wireless Compressive Sensing Over Fading Channels with Distributed Sparse Random Projections. CoRR abs/1504.03974 (2015)
[i41]
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Bhavya Kailkhura, Sijia Liu, Thakshila Wimalajeewa, Pramod K. Varshney:
Measurement Matrix Design for Compressive Detection with Secrecy Guarantees. CoRR abs/1506.00238 (2015)
[i40]
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Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
Joint Sparsity Pattern Recovery with 1-bit Compressive Sensing in Sensor Networks. CoRR abs/1506.00540 (2015)
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Raghed El-Bardan, Walid Saad, Swastik Brahma, Pramod K. Varshney:
Matching-based Spectrum Allocation in Cognitive Radio Networks. CoRR abs/1508.03011 (2015)
[i38]
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Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Optimal Auction Design with Quantized Bids. CoRR abs/1509.08496 (2015)
[i37]
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Nianxia Cao, Sora Choi, Engin Masazade, Pramod K. Varshney:
Sensor Selection for Target Tracking in Wireless Sensor Networks with Uncertainty. CoRR abs/1510.01993 (2015)
[i36]
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Qunwei Li, Pramod K. Varshney:
Resource Allocation and Outage Analysis for An Adaptive Cognitive Two-Way Relay Network. CoRR abs/1511.07469 (2015)
2014
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Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu:
Robust distributed maximum likelihood estimation with dependent quantized data. Autom. 50(1): 169-174 (2014)
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Berkan Dulek, Mehmet Emin Tutay, Sinan Gezici, Pramod K. Varshney:
Optimal signaling and detector design for M-ary communication systems in the presence of multiple additive noise channels. Digit. Signal Process. 26: 153-168 (2014)
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Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su:
A novel approach to dictionary construction for automatic modulation classification. J. Frankl. Inst. 351(5): 2991-3012 (2014)
[j148]
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Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Reliable Crowdsourcing for Multi-Class Labeling Using Coding Theory. IEEE J. Sel. Top. Signal Process. 8(4): 667-679 (2014)
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Hao Chen, Lav R. Varshney, Pramod K. Varshney:
Noise-Enhanced Information Systems. Proc. IEEE 102(10): 1607-1621 (2014)
[j146]
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Berkan Dulek, Onur Ozdemir, Pramod K. Varshney, Wei Su:
Modulation Discovery Over Arbitrary Additive Noise Channels Based on the Richardson-Lucy Algorithm. IEEE Signal Process. Lett. 21(6): 756-760 (2014)
[j145]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Asymptotic Performance of Categorical Decision Making with Random Thresholds. IEEE Signal Process. Lett. 21(8): 994-997 (2014)
[j144]
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Sijia Liu, Aditya Vempaty, Makan Fardad, Engin Masazade, Pramod K. Varshney:
Energy-Aware Sensor Selection in Field Reconstruction. IEEE Signal Process. Lett. 21(12): 1476-1480 (2014)
[j143]
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Gang Li, Pramod K. Varshney:
Micro-Doppler Parameter Estimation via Parametric Sparse Representation and Pruned Orthogonal Matching Pursuit. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(12): 4937-4948 (2014)
[j142]
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Aditya Vempaty, Priyadip Ray, Pramod K. Varshney:
False discovery rate based distributed detection in the presence of Byzantines. IEEE Trans. Aerosp. Electron. Syst. 50(3): 1826-1840 (2014)
[j141]
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Xiaojing Shen, Sijia Liu, Pramod K. Varshney:
Sensor selection for nonlinear systems in large sensor networks. IEEE Trans. Aerosp. Electron. Syst. 50(4): 2664-2678 (2014)
[j140]
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Aditya Vempaty, Yunghsiang S. Han, Pramod K. Varshney:
Target Localization in Wireless Sensor Networks Using Error Correcting Codes. IEEE Trans. Inf. Theory 60(1): 697-712 (2014)
[j139]
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Xiaojing Shen, Pramod K. Varshney:
Sensor Selection Based on Generalized Information Gain for Target Tracking in Large Sensor Networks. IEEE Trans. Signal Process. 62(2): 363-375 (2014)
[j138]
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Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Sequential Bayesian Estimation With Censored Data for Multi-Sensor Systems. IEEE Trans. Signal Process. 62(10): 2626-2641 (2014)
[j137]
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V. Sriram Siddhardh Nadendla, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Inference With M-Ary Quantized Data in the Presence of Byzantine Attacks. IEEE Trans. Signal Process. 62(10): 2681-2695 (2014)
[j136]
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Sijia Liu, Makan Fardad, Pramod K. Varshney, Engin Masazade:
Optimal Periodic Sensor Scheduling in Networks of Dynamical Systems. IEEE Trans. Signal Process. 62(12): 3055-3068 (2014)
[j135]
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Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Detection in Tree Topologies With Byzantines. IEEE Trans. Signal Process. 62(12): 3208-3219 (2014)
[j134]
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Thakshila Wimalajeewa, Pramod K. Varshney:
OMP Based Joint Sparsity Pattern Recovery Under Communication Constraints. IEEE Trans. Signal Process. 62(19): 5059-5072 (2014)
[j133]
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Aditya Vempaty, Hao He, Biao Chen, Pramod K. Varshney:
On Quantizer Design for Distributed Bayesian Estimation in Sensor Networks. IEEE Trans. Signal Process. 62(20): 5359-5369 (2014)
[c169]
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Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney:
On physical layer secrecy of collaborative compressive detection. ACSSC 2014: 51-55
[c168]
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Jyoti Mansukhani, Priyadip Ray, Pramod K. Varshney:
Simultaneous detection and estimation based spectrum sharing in cognitive radio networks. ACSSC 2014: 1088-1092
[c167]
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Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Market based sensor mobility management for target localization. ACSSC 2014: 1428-1432
[c166]
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  - conf/allerton/CaoBV14
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Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Towards cloud sensing enabled target localization. Allerton 2014: 537-544
[c165]
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  - conf/ciss/El-BardanBV14
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Raghed El-Bardan, Swastik Brahma, Pramod K. Varshney:
Power control with jammer location uncertainty: A Game Theoretic perspective. CISS 2014: 1-6
[c164]
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Raghed El-Bardan, V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
On ARQ-based wireless communication systems in the presence of a strategic jammer. GlobalSIP 2014: 273-277
[c163]
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Hao Zhang, Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
On the detection of sparse signals with sensor networks based on subspace pursuit. GlobalSIP 2014: 438-442
[c162]
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Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized subspace pursuit for joint sparsity pattern recovery. ICASSP 2014: 3365-3369
[c161]
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Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney:
Sparsity-aware field estimation via ordinary Kriging. ICASSP 2014: 3948-3952
[c160]
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Hao He, Pramod K. Varshney:
Distributed detection with censoring sensors under dependent observations. ICASSP 2014: 5055-5059
[c159]
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Yujiao Zheng, Thakshila Wimalajeewa, Pramod K. Varshney:
Probabilistic sensor management for target tracking via compressive sensing. ICASSP 2014: 5075-5079
[c158]
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Swarnendu Kar, Pramod K. Varshney:
A decentralized framework for linear coherent estimation with spatial collaboration. ICASSP 2014: 6509-6513
[c157]
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Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney:
On the performance analysis of data fusion schemes with Byzantines. ICASSP 2014: 7411-7415
[c156]
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Aditya Vempaty, Yunghsiang S. Han, Lav R. Varshney, Pramod K. Varshney:
Coding theory for reliable signal processing. ICNC 2014: 200-205
[c155]
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Gang Li, Pramod K. Varshney, Yimin D. Zhang:
Multistatic radar imaging via decentralized and collaborative subspace pursuit. DSP 2014: 710-714
[c154]
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Sijia Liu, Makan Fardad, Swarnendu Kar, Pramod K. Varshney:
On optimal sensor collaboration topologies for linear coherent estimation. ISIT 2014: 2624-2628
[c153]
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Lav R. Varshney, Aditya Vempaty, Pramod K. Varshney:
Assuring privacy and reliability in crowdsourcing with coding. ITA 2014: 1-6
[c152]
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Bhavya Kailkhura, Thakshila Wimalajeewa, Lixin Shen, Pramod K. Varshney:
Distributed Compressive Detection with Perfect Secrecy. MASS 2014: 674-679
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Swastik Brahma, Kevin A. Kwiat, Pramod K. Varshney, Charles A. Kamhoua:
Diversity and System Security: A Game Theoretic Perspective. MILCOM 2014: 146-151
[c150]
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Svetlana Foulke, Jithin Jagannath, Andrew L. Drozd, Thakshila Wimalajeewa, Pramod K. Varshney, Wei Su:
Multisensor Modulation Classification (MMC): Implementation Considerations - USRP Case Study. MILCOM 2014: 1663-1668
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Pramod K. Varshney:
Sensor Fusion. Computer Vision, A Reference Guide 2014: 719-721
[i35]
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Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized Subspace Pursuit for Joint Sparsity Pattern Recovery. CoRR abs/1403.1460 (2014)
[i34]
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V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
Optimal Auction Mechanism for Spectrum Allocation in Cognitive Radio Networks under Uncertain Spectrum Availability. CoRR abs/1403.6807 (2014)
[i33]
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Gang Li, Thakshila Wimalajeewa, Pramod K. Varshney:
Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery. CoRR abs/1404.3394 (2014)
[i32]
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Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
Target Tracking via Crowdsourcing: A Mechanism Design Approach. CoRR abs/1405.5543 (2014)
[i31]
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Bhavya Kailkhura, Aditya Vempaty, Pramod K. Varshney:
Distributed Inference in Tree Networks using Coding Theory. CoRR abs/1407.7150 (2014)
[i30]
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Aditya Vempaty, Hao He, Biao Chen, Pramod K. Varshney:
On Quantizer Design for Distributed Bayesian Estimation in Sensor Networks. CoRR abs/1407.7152 (2014)
[i29]
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Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Yunghsiang S. Han, Pramod K. Varshney:
Permutation Trellis Coded Multi-level FSK Signaling to Mitigate Primary User Interference in Cognitive Radio Networks. CoRR abs/1408.0259 (2014)
[i28]
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Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma, Pramod K. Varshney:
Asymptotic Analysis of Distributed Bayesian Detection with Byzantine Data. CoRR abs/1408.3434 (2014)
[i27]
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Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney:
Sparsity-Aware Sensor Collaboration for Linear Coherent Estimation. CoRR abs/1408.6566 (2014)
[i26]
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Onur Ozdemir, Thakshila Wimalajeewa, Berkan Dulek, Pramod K. Varshney, Wei Su:
Hybrid Maximum Likelihood Based Linear Modulation Classification with Multiple Sensors via Generalized EM Algorithm. CoRR abs/1409.8370 (2014)
[i25]
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Bhavya Kailkhura, Swastik Brahma, Berkan Dulek, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Detection in Tree Networks: Byzantines and Mitigation Techniques. CoRR abs/1410.5904 (2014)
[i24]
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V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Design of Binary Quantizers for Distributed Detection under Secrecy Constraints. CoRR abs/1410.8100 (2014)
2013
[j132]
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Onur Ozdemir, Ruoyu Li, Pramod K. Varshney:
Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios. IEEE Commun. Lett. 17(10): 1889-1892 (2013)
[j131]
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Renbin Peng, Pramod K. Varshney:
Noise-refined image enhancement using multi-objective optimisation. IET Image Process. 7(3): 191-200 (2013)
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Aditya Vempaty, Lang Tong, Pramod K. Varshney:
Distributed Inference with Byzantine Data: State-of-the-Art Review on Data Falsification Attacks. IEEE Signal Process. Mag. 30(5): 65-75 (2013)
[j129]
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Xiaojun Yang, Ruixin Niu, Engin Masazade, Pramod K. Varshney:
Channel-Aware Tracking in Multi-Hop Wireless Sensor Networks with Quantized Measurements. IEEE Trans. Aerosp. Electron. Syst. 49(4): 2353-2368 (2013)
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Min Xu, Hao Chen, Pramod K. Varshney:
Dimensionality Reduction for Registration of High-Dimensional Data Sets. IEEE Trans. Image Process. 22(8): 3041-3049 (2013)
[j127]
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Swarnendu Kar, Pramod K. Varshney:
Linear Coherent Estimation With Spatial Collaboration. IEEE Trans. Inf. Theory 59(6): 3532-3553 (2013)
[j126]
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Aditya Vempaty, Onur Ozdemir, Keshav Agrawal, Hao Chen, Pramod K. Varshney:
Localization in Wireless Sensor Networks: Byzantines and Mitigation Techniques. IEEE Trans. Signal Process. 61(6): 1495-1508 (2013)
[j125]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative Human Decision Making With Random Local Thresholds. IEEE Trans. Signal Process. 61(11): 2975-2989 (2013)
[j124]
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Berkan Dulek, N. Denizcan Vanli, Sinan Gezici, Pramod K. Varshney:
Optimum Power Randomization for the Minimization of Outage Probability. IEEE Trans. Wirel. Commun. 12(9): 4627-4637 (2013)
[c149]
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Sijia Liu, Engin Masazade, Xiaojing Shen, Pramod K. Varshney:
Adaptive non-myopic quantizer design for target tracking in wireless sensor networks. ACSSC 2013: 1085-1089
[c148]
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Raghed El-Bardan, Swastik Brahma, Pramod K. Varshney:
A Game Theoretic power control framework for spectrum sharing in competitive environments. ACSSC 2013: 1493-1497
[c147]
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V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
A bilateral-market based mechanism for spectrum allocation in cognitive radio networks. CAMSAP 2013: 444-447
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Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney:
Target tracking in Wireless Sensor Networks in the presence of Byzantines. FUSION 2013: 968-973
[c145]
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Nianxia Cao, Engin Masazade, Pramod K. Varshney:
A multiobjective optimization based sensor selection method for target tracking in Wireless Sensor Networks. FUSION 2013: 974-980
[c144]
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Sijia Liu, Makan Fardad, Engin Masazade, Pramod K. Varshney:
On optimal periodic sensor scheduling for field estimation in wireless sensor networks. GlobalSIP 2013: 137-140
[c143]
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Nianxia Cao, Swastik Brahma, Pramod K. Varshney:
An incentive-based mechanism for location estimation in wireless sensor networks. GlobalSIP 2013: 157-160
[c142]
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Onur Ozdemir, Pramod K. Varshney, Wei Su:
Asynchronous hybrid maximum likelihood classification of linear modulations. GLOBECOM 2013: 3235-3240
[c141]
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Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney:
Optimal distributed detection in the presence of Byzantines. ICASSP 2013: 2925-2929
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Engin Masazade, Pramod K. Varshney:
A market based dynamic bit allocation scheme for target tracking in wireless sensor networks. ICASSP 2013: 4207-4211
[c139]
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Hao He, Arun Subramanian, Xiaojing Shen, Pramod K. Varshney:
A coalitional game for distributed estimation in wireless sensor networks. ICASSP 2013: 4574-4578
[c138]
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Aditya Vempaty, Biao Chen, Pramod K. Varshney:
Optimal quantizers for distributed Bayesian estimation. ICASSP 2013: 4893-4897
[c137]
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Aditya Vempaty, Yunghsiang S. Han, Pramod K. Varshney:
Target localization in Wireless Sensor Networks using error correcting codes in the presence of Byzantines. ICASSP 2013: 5195-5199
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Thakshila Wimalajeewa, Pramod K. Varshney:
Cooperative sparsity pattern recovery in distributed networks via distributed-OMP. ICASSP 2013: 5288-5292
[c135]
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Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Reliable classification by unreliable crowds. ICASSP 2013: 5558-5562
[c134]
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Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Fusion of quantized data for Bayesian estimation aided by controlled noise. ICASSP 2013: 6491-6495
[c133]
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Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney:
Optimal Byzantine attacks on distributed detection in tree-based topologies. ICNC 2013: 227-231
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Yunghsiang S. Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney:
Update-efficient regenerating codes with minimum per-node storage. ISIT 2013: 1436-1440
[c131]
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Berkan Dulek, Pramod K. Varshney, Mehmet Emin Tutay, Sinan Gezici:
Optimal channel switching in the presence of stochastic signaling. ISIT 2013: 2189-2193
[c130]
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Aditya Vempaty, V. Sriram Siddhardh Nadendla, Pramod K. Varshney:
Further results on noise-enhanced distributed inference in the presence of Byzantines. WPMC 2013: 1-5
[i23]
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Yunghsiang S. Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney:
Update-Efficient Regenerating Codes with Minimum Per-Node Storage. CoRR abs/1301.2497 (2013)
[i22]
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Yunghsiang Sam Han, Hung-Ta Pai, Rong Zheng, Pramod K. Varshney:
Update-Efficient Error-Correcting Regenerating Codes. CoRR abs/1301.4620 (2013)
[i21]
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Onur Ozdemir, Ruoyu Li, Pramod K. Varshney:
Hybrid Maximum Likelihood Modulation Classification Using Multiple Radios. CoRR abs/1303.0775 (2013)
[i20]
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Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Subspace Detection from Structured Union of Subspaces via Linear Sampling. CoRR abs/1304.6281 (2013)
[i19]
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Sijia Liu, Makan Fardad, Engin Masazade, Pramod K. Varshney:
Optimal Periodic Sensor Scheduling in Large-Scale Dynamical Networks. CoRR abs/1305.5601 (2013)
[i18]
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V. Sriram Siddhardh Nadendla, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Inference with M-ary Quantized Data in the Presence of Byzantine Attacks. CoRR abs/1306.4036 (2013)
[i17]
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Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma, Pramod K. Varshney:
Distributed Bayesian Detection with Byzantine Data. CoRR abs/1307.3544 (2013)
[i16]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Joint Sparsity Pattern Recovery under Communication Constraints: Greedy Approaches. CoRR abs/1307.8320 (2013)
[i15]
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Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney:
Reliable Crowdsourcing for Multi-Class Labeling using Coding Theory. CoRR abs/1309.3330 (2013)
[i14]
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Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney:
Distributed Detection in Tree Topologies with Byzantines. CoRR abs/1309.4513 (2013)
[i13]
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Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney:
Recovery of Sparse Matrices via Matrix Sketching. CoRR abs/1311.2448 (2013)
2012
[j123]
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Swastik Brahma, Mainak Chatterjee, Kevin A. Kwiat, Pramod K. Varshney:
Traffic management in wireless sensor networks: Decoupling congestion control and fairness. Comput. Commun. 35(6): 670-681 (2012)
[j122]
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Thakshila Wimalajeewa, Pramod K. Varshney:
Performance Bounds for Sparsity Pattern Recovery With Quantized Noisy Random Projections. IEEE J. Sel. Top. Signal Process. 6(1): 43-57 (2012)
[j121]
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Engin Masazade, Makan Fardad, Pramod K. Varshney:
Sparsity-Promoting Extended Kalman Filtering for Target Tracking in Wireless Sensor Networks. IEEE Signal Process. Lett. 19(12): 845-848 (2012)
[j120]
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Ruixin Niu, Rick S. Blum, Pramod K. Varshney, Andrew L. Drozd:
Target Localization and Tracking in Noncoherent Multiple-Input Multiple-Output Radar Systems. IEEE Trans. Aerosp. Electron. Syst. 48(2): 1466-1489 (2012)
[j119]
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Hao Chen, Biao Chen, Pramod K. Varshney:
A New Framework for Distributed Detection With Conditionally Dependent Observations. IEEE Trans. Signal Process. 60(3): 1409-1419 (2012)
[j118]
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Thakshila Wimalajeewa, Hao Chen, Pramod K. Varshney:
Performance Limits of Compressive Sensing-Based Signal Classification. IEEE Trans. Signal Process. 60(6): 2758-2770 (2012)
[j117]
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Swarnendu Kar, Hao Chen, Pramod K. Varshney:
Optimal Identical Binary Quantizer Design for Distributed Estimation. IEEE Trans. Signal Process. 60(7): 3896-3901 (2012)
[j116]
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Satish G. Iyengar, Ruixin Niu, Pramod K. Varshney:
Fusing Dependent Decisions for Hypothesis Testing With Heterogeneous Sensors. IEEE Trans. Signal Process. 60(9): 4888-4897 (2012)
[j115]
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Engin Masazade, Ruixin Niu, Pramod K. Varshney:
Dynamic Bit Allocation for Object Tracking in Wireless Sensor Networks. IEEE Trans. Signal Process. 60(10): 5048-5063 (2012)
[j114]
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Swarnendu Kar, Pramod K. Varshney, Marimuthu Palaniswami:
Cramér-Rao Bounds for Polynomial Signal Estimation Using Sensors With AR(1) Drift. IEEE Trans. Signal Process. 60(10): 5494-5507 (2012)
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Yujiao Zheng, Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
New Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation. IEEE Trans. Signal Process. 60(10): 5549-5556 (2012)
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Dazhi Chen, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney:
Distributed in-network path planning for sensor network navigation in dynamic hazardous environments. Wirel. Commun. Mob. Comput. 12(8): 739-754 (2012)
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Sandeep Gogineni, Onur Ozdemir, Engin Masazade, Chilukuri K. Mohan, Pramod K. Varshney:
A cross layer routing protocol for cognitive radio networks using channel activity tracking. ACSCC 2012: 1079-1083
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Swarnendu Kar, Pramod K. Varshney:
Controlled collaboration for linear coherent estimation in wireless sensor networks. Allerton Conference 2012: 334-341
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V. Sriram Siddhardh Nadendla, Swastik Brahma, Pramod K. Varshney:
An auction-based mechanism for dynamic spectrum allocation in participatory cognitive radio networks. Allerton Conference 2012: 2120-2126
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Engin Masazade, Ruixin Niu, Pramod K. Varshney:
An approximate dynamic programming based non-myopic sensor selection method for target tracking. CISS 2012: 1-6
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Ankita Panwar, Piyush Bhardwaj, Onur Ozdemir, Engin Masazade, Chilukuri K. Mohan, Pramod K. Varshney, Andrew L. Drozd:
On optimization algorithms for the design of multiband cognitive radio networks. CISS 2012: 1-6
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Aditya Vempaty, Onur Ozdemir, Pramod K. Varshney:
Mitigation of Byzantine attacks for target location estimation in wireless sensor networks. CISS 2012: 1-6
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Thakshila Wimalajeewa, Pramod K. Varshney:
Collaborative human decision fusion with uncertain individual thresholds. FUSION 2012: 1210-1217
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Hao He, Arun Subramanian, Pramod K. Varshney, Thyagaraju R. Damarla:
Fusing heterogeneous data for detection under non-stationary dependence. FUSION 2012: 1792-1799
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Pengfei Yang, Biao Chen, Hao Chen, Pramod K. Varshney:
Tandem distributed detection with conditionally dependent observations. FUSION 2012: 1808-1813
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Swastik Brahma, Pramod K. Varshney, Mainak Chatterjee, Kevin A. Kwiat:
Optimal content delivery in DSA networks: A path auction based framework. ICC 2012: 1843-1847
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Tao Wu, Longji Sun, Qi Cheng, Pramod K. Varshney:
Fusion of multiple microphone arrays for blind source separation and localization. SAM 2012: 173-176
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Swarnendu Kar, Pramod K. Varshney:
On linear coherent estimation with spatial collaboration. ISIT 2012: 1448-1452
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Mustafa Ozmen, Mustafa Cenk Gursoy, Pramod K. Varshney:
Energy efficiency in fading interference channels under QoS constraints. ISITA 2012: 692-696
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Raghed El-Bardan, Engin Masazade, Onur Ozdemir, Pramod K. Varshney:
Performance of Permutation Trellis Codes in Cognitive Radio Networks. Sarnoff Symposium 2012: 1-6
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Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Sequential Bayesian estimation with censored data. SSP 2012: 57-60
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Sijia Liu, Engin Masazade, Pramod K. Varshney:
Temporally staggered sensing for field estimation with quantized data in wireless sensor networks. SSP 2012: 512-515
[i12]
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Swarnendu Kar, Pramod K. Varshney:
On Linear Coherent Estimation with Spatial Collaboration. CoRR abs/1205.3286 (2012)
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Swarnendu Kar, Pramod K. Varshney, Marimuthu Palaniswami:
Cramér-Rao Bounds for Polynomial Signal Estimation using Sensors with AR(1) Drift. CoRR abs/1205.6903 (2012)
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Swarnendu Kar, Hao Chen, Pramod K. Varshney:
Optimal Identical Binary Quantizer Design for Distributed Estimation. CoRR abs/1205.6907 (2012)
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Swarnendu Kar, Pramod K. Varshney:
Accurate Estimation of Gaseous Strength using Transient Data. CoRR abs/1205.6919 (2012)
[i8]
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Swarnendu Kar, Pramod K. Varshney, Hao Chen:
Spatial Whitening Framework for Distributed Estimation. CoRR abs/1205.6925 (2012)
[i7]
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Swarnendu Kar, Pramod K. Varshney:
Linear Coherent Estimation with Spatial Collaboration. CoRR abs/1207.0032 (2012)
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  - journals/corr/abs-1208-4161
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Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu:
Robust Distributed Maximum Likelihood Estimation with Quantized Data. CoRR abs/1208.4161 (2012)
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Xiaojing Shen, Pramod K. Varshney, Yunmin Zhu:
Distributed Bayesian Detection Under Unknown Observation Statistics. CoRR abs/1209.4246 (2012)
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Swarnendu Kar, Pramod K. Varshney:
Controlled Collaboration for Linear Coherent Estimation in Wireless Sensor Networks. CoRR abs/1210.1624 (2012)
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Onur Ozdemir, Pramod K. Varshney, Wei Su, Andrew L. Drozd:
Asymptotic Properties of Likelihood Based Linear Modulation Classification Systems. CoRR abs/1211.6631 (2012)
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Thakshila Wimalajeewa, Pramod K. Varshney:
Cooperative Sparsity Pattern Recovery in Distributed Networks Via Distributed-OMP. CoRR abs/1211.6719 (2012)
2011
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Teerasit Kasetkasem, Pramod K. Varshney:
An Optimum Land Cover Mapping Algorithm in the Presence of Shadows. IEEE J. Sel. Top. Signal Process. 5(3): 592-605 (2011)
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Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao:
Copula-Based Fusion of Correlated Decisions. IEEE Trans. Aerosp. Electron. Syst. 47(1): 454-471 (2011)
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Priyadip Ray, Pramod K. Varshney:
Radar Target Detection Framework Based on False Discovery Rate. IEEE Trans. Aerosp. Electron. Syst. 47(2): 1277-1292 (2011)
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Priyadip Ray, Pramod K. Varshney:
False Discovery Rate Based Sensor Decision Rules for the Network-Wide Distributed Detection Problem. IEEE Trans. Aerosp. Electron. Syst. 47(3): 1785-1799 (2011)
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Teerasit Kasetkasem, Manoj K. Arora, Pramod K. Varshney, Vutipong Areekul:
Improving Subpixel Classification by Incorporating Prior Information in Linear Mixture Models. IEEE Trans. Geosci. Remote. Sens. 49(3): 1001-1013 (2011)
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Min Xu, Hao Chen, Pramod K. Varshney:
An Image Fusion Approach Based on Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 49(12): 5116-5127 (2011)
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Swarnendu Kar, Pramod K. Varshney:
Accurate Estimation of Gaseous Strength Using Transient Data. IEEE Trans. Instrum. Meas. 60(4): 1197-1205 (2011)
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Long Zuo, Ruixin Niu, Pramod K. Varshney:
Conditional Posterior Cramér-Rao Lower Bounds for Nonlinear Sequential Bayesian Estimation. IEEE Trans. Signal Process. 59(1): 1-14 (2011)
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Ankit Singh Rawat, Priyank Anand, Hao Chen, Pramod K. Varshney:
Collaborative Spectrum Sensing in the Presence of Byzantine Attacks in Cognitive Radio Networks. IEEE Trans. Signal Process. 59(2): 774-786 (2011)
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Ashok Sundaresan, Pramod K. Varshney:
Location Estimation of a Random Signal Source Based on Correlated Sensor Observations. IEEE Trans. Signal Process. 59(2): 787-799 (2011)
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Satish G. Iyengar, Pramod K. Varshney, Thyagaraju R. Damarla:
A Parametric Copula-Based Framework for Hypothesis Testing Using Heterogeneous Data. IEEE Trans. Signal Process. 59(5): 2308-2319 (2011)
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Thakshila Wimalajeewa, Pramod K. Varshney:
Polarity-Coincidence-Array Based Spectrum Sensing for Multiple Antenna Cognitive Radios in the Presence of Non-Gaussian Noise. IEEE Trans. Wirel. Commun. 10(7): 2362-2371 (2011)
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Keshav Agrawal, Aditya Vempaty, Hao Chen, Pramod K. Varshney:
Target localization in Wireless Sensor Networks with quantized data in the presence of Byzantine attacks. ACSCC 2011: 1669-1673
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Mukul Gagrani, Pranay Sharma, Satish G. Iyengar, V. Sriram Siddhardh Nadendla, Aditya Vempaty, Hao Chen, Pramod K. Varshney:
On noise-enhanced distributed inference in the presence of Byzantines. Allerton 2011: 1222-1229
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Swarnendu Kar, Pramod K. Varshney, Hao Chen:
Spatial whitening framework for distributed estimation. CAMSAP 2011: 293-296
[c110]
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Engin Masazade, Ruixin Niu, Pramod K. Varshney:
Dynamic bandwidth allocation for target tracking in wireless sensor networks. FUSION 2011: 1-8
[c109]
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Arun Subramanian, Ashok Sundaresan, Pramod K. Varshney:
Fusion for the detection of dependent signals using multivariate copulas. FUSION 2011: 1-8
[c108]
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Xiaojun Yang, Ruixin Niu, Engin Masazade, Pramod K. Varshney:
Channel aware target tracking in multi-hop wireless sensor networks. FUSION 2011: 1-8
[c107]
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Onur Ozdemir, Andrew L. Drozd, Engin Masazade, Pramod K. Varshney:
Successful Communications in a Cognitive Radio Network with Transmission Hyperspace. GLOBECOM 2011: 1-6
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Onur Ozdemir, Ruixin Niu, Pramod K. Varshney, Andrew L. Drozd:
Modified Bayesian Cramé R-rao lower bound for nonlinear tracking. ICASSP 2011: 3972-3975
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V. Sriram Siddhardh Nadendla, Hao Chen, Pramod K. Varshney:
Minimax games for cooperative spectrum sensing in a centralized cognitive radio network in the presence of interferers. MILCOM 2011: 1256-1260
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Aditya Vempaty, Keshav Agrawal, Hao Chen, Pramod K. Varshney:
Adaptive learning of Byzantines' behavior in cooperative spectrum sensing. WCNC 2011: 1310-1315
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Thakshila Wimalajeewa, Pramod K. Varshney:
A non-parametric approach for spectrum sensing with multiple antenna cognitive radios in the presence of Non-Gaussian noise. WCNC 2011: 1909-1914
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Arlene A. Cole-Rhodes, Pramod K. Varshney:
Image registration using mutual information. Image Registration for Remote Sensing 2011: 131-152
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Min Xu, Pramod K. Varshney:
Bounding the performance of image registration. Image Registration for Remote Sensing 2011: 276-292
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Kishan G. Mehrotra, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Moonis Ali:
Modern Approaches in Applied Intelligence - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 - July 1, 2011, Proceedings, Part I. Lecture Notes in Computer Science 6703, Springer 2011, ISBN 978-3-642-21821-7 [contents]
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Kishan G. Mehrotra, Chilukuri K. Mohan, Jae C. Oh, Pramod K. Varshney, Moonis Ali:
Modern Approaches in Applied Intelligence - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Syracuse, NY, USA, June 28 - July 1, 2011, Proceedings, Part II. Lecture Notes in Computer Science 6704, Springer 2011, ISBN 978-3-642-21826-2 [contents]
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Engin Masazade, Ruixin Niu, Pramod K. Varshney:
Dynamic Bit Allocation for Object Tracking in Bandwidth Limited Sensor Networks. CoRR abs/1110.5342 (2011)
2010
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Hao Chen, Pramod K. Varshney:
Response to the comments "Contrast sensitivity function - A Correction" by Y. Han, X. Xu and Y. Cai. Inf. Fusion 11(4): 384 (2010)
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Engin Masazade, Ramesh Rajagopalan, Pramod K. Varshney, Chilukuri K. Mohan, Gullu Kiziltas Sendur, Mehmet Keskinöz:
A Multiobjective Optimization Approach to Obtain Decision Thresholds for Distributed Detection in Wireless Sensor Networks. IEEE Trans. Syst. Man Cybern. Part B 40(2): 444-457 (2010)
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Hao Chen, Pramod K. Varshney:
Performance limit for distributed estimation systems with identical one-bit quantizers. IEEE Trans. Signal Process. 58(1): 466-471 (2010)
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Ruixin Niu, Pramod K. Varshney:
Sampling schemes for sequential detection with dependent observations. IEEE Trans. Signal Process. 58(3): 1469-1481 (2010)
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Hao Chen, Pramod K. Varshney:
Nonparametric one-bit quantizers for distributed estimation. IEEE Trans. Signal Process. 58(7): 3777-3787 (2010)
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Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
Energy aware iterative source localization for wireless sensor networks. IEEE Trans. Signal Process. 58(9): 4824-4835 (2010)
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Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
A probabilistic transmission scheme for distributed estimation in wireless sensor networks. CISS 2010: 1-6
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Renbin Peng, Hao Chen, Pramod K. Varshney:
Noise-refined image enhancement using multi-objective optimization. CISS 2010: 1-6
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Priyank Anand, Ankit Singh Rawat, Hao Chen, Pramod K. Varshney:
Collaborative spectrum sensing in the presence of Byzantine attacks in Cognitive Radio Networks. COMSNETS 2010: 1-9
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Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
Channel aware iterative source localization for wireless sensor networks. FUSION 2010: 1-7
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Yujiao Zheng, Ruixin Niu, Pramod K. Varshney:
Closed-form performance for location estimation based on quantized data in sensor networks. FUSION 2010: 1-7
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Satish G. Iyengar, Justin Dauwels, Pramod K. Varshney, Andrzej Cichocki:
Quantifying EEG synchrony using copulas. ICASSP 2010: 505-508
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Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Dynamic bit allocation for target tracking in sensor networks with quantized measurements. ICASSP 2010: 2906-2909
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Ankit Singh Rawat, Priyank Anand, Hao Chen, Pramod K. Varshney:
Countering byzantine attacks in cognitive radio networks. ICASSP 2010: 3098-3101
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Hao Chen, Pramod K. Varshney, Biao Chen:
A novel framework for distributed detection with dependent observations. ICASSP 2010: 3526-3529
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Arun Subramanian, Kishan G. Mehrotra, Chilukuri K. Mohan, Pramod K. Varshney, Thyagaraju R. Damarla:
Feature Selection and Occupancy Classification Using Seismic Sensors. IEA/AIE (2) 2010: 605-614

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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Renbin Peng, Hao Chen, Pramod K. Varshney:
Noise-Enhanced Detection of Micro-Calcifications in Digital Mammograms. IEEE J. Sel. Top. Signal Process. 3(1): 62-73 (2009)
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Min Xu, Pramod K. Varshney:
A Subspace Method for Fourier-Based Image Registration. IEEE Geosci. Remote. Sens. Lett. 6(3): 491-494 (2009)
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Hao Chen, Pramod K. Varshney, Steven M. Kay, James H. Michels:
Noise Enhanced Nonparametric Detection. IEEE Trans. Inf. Theory 55(2): 499-506 (2009)
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Hao Chen, Biao Chen, Pramod K. Varshney:
Further Results on the Optimality of the Likelihood-Ratio Test for Local Sensor Decision Rules in the Presence of Nonideal Channels. IEEE Trans. Inf. Theory 55(2): 828-832 (2009)
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Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Channel Aware Target Localization With Quantized Data in Wireless Sensor Networks. IEEE Trans. Signal Process. 57(3): 1190-1202 (2009)
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Min Xu, Hao Chen, Pramod K. Varshney:
Ziv-zakai bounds on image registration. IEEE Trans. Signal Process. 57(5): 1745-1755 (2009)
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Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Tracking in wireless sensor networks using particle filtering: physical layer considerations. IEEE Trans. Signal Process. 57(5): 1987-1999 (2009)
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Priyadip Ray, Pramod K. Varshney:
Estimation of spatially distributed processes in wireless sensor networks with random packet loss. IEEE Trans. Wirel. Commun. 8(6): 3162-3171 (2009)
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Ramesh Rajagopalan, Pramod K. Varshney:
Connectivity analysis of wireless sensor networks with regular topologies in the presence of channel fading. IEEE Trans. Wirel. Commun. 8(7): 3475-3483 (2009)
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Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao:
On localizing the source of random signals using sensor networks. CISS 2009: 230-234
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Engin Masazade, Ruixin Niu, Pramod K. Varshney, Mehmet Keskinöz:
An energy efficient iterative method for source localization in wireless sensor networks. CISS 2009: 623-628
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Long Zuo, Ruixin Niu, Pramod K. Varshney:
Conditional Posterior Cramér-Rao lower bounds for nonlinear recursive filtering. FUSION 2009: 1528-1535
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Ruixin Niu, Pramod K. Varshney:
Closed-form performance for location estimation based on fused data in a sensor network. FUSION 2009: 1875-1880
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Satish G. Iyengar, Pramod K. Varshney, Thyagaraju R. Damarla:
A parametric copula based framework for multimodal signal processing. ICASSP 2009: 1893-1896
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Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Distributed estimation using binary data transmitted over fading channels. ICASSP 2009: 2069-2072
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Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao:
Distributed detection of a nuclear radioactive source based on a hierarchical source model. ICASSP 2009: 2901-2904
[c85]
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Min Xu, Hao Chen, Pramod K. Varshney:
Registration of high-dimensional remote sensing data based on a new dimensionality reduction rule. ICIP 2009: 581-584
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Nikhil Padhye, Long Zuo, Chilukuri K. Mohan, Pramod K. Varshney:
Dynamic and Evolutionary Multi-objective Optimization for Sensor Selection in Sensor Networks for Target Tracking. IJCCI 2009: 160-167
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Hao Chen, Pramod K. Varshney, Biao Chen:
Conditional dependence in distributed detection: How far can we go? ISIT 2009: 664-668
[c82]
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Nikhil Padhye, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney:
Strategies for Sensor Selection in Monitoring Toxic Chemical Diffusion Scenarios. SNA 2009: 7-12
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Luca Bixio, Andrea F. Cattoni, Carlo S. Regazzoni, Pramod K. Varshney:
Embodied Cognition-Based Distributed Spectrum Sensing for Autonomic Wireless Systems. Autonomic Computing and Networking 2009: 179-203
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Dazhi Chen, Pramod K. Varshney:
Geographic Routing in Wireless Ad Hoc Networks. Guide to Wireless Ad Hoc Networks 2009: 151-188
2008
[j84]
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Priyadip Ray, Pramod K. Varshney:
Distributed Detection in Wireless Sensor Networks Using Dynamic Sensor Thresholds. Int. J. Distributed Sens. Networks 4(1): 5-12 (2008)
[j83]
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Hao Chen, Pramod K. Varshney, James H. Michels:
Improving Sequential Detection Performance Via Stochastic Resonance. IEEE Signal Process. Lett. 15: 685-688 (2008)
[j82]
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Ruixin Niu, Pramod K. Varshney:
Performance Analysis of Distributed Detection in a Random Sensor Field. IEEE Trans. Signal Process. 56(1): 339-349 (2008)
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Hao Chen, Pramod K. Varshney:
Theory of the Stochastic Resonance Effect in Signal Detection - Part II: Variable Detectors. IEEE Trans. Signal Process. 56(10-2): 5031-5041 (2008)
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Hao Chen, Pramod K. Varshney, James H. Michels:
Noise Enhanced Parameter Estimation. IEEE Trans. Signal Process. 56(10-2): 5074-5081 (2008)
[c81]
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Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Adaptive local quantizer design for tracking in a wireless sensor network. ACSCC 2008: 1202-1206
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Engin Masazade, Ramesh Rajagopalan, Pramod K. Varshney, Gullu Kiziltas Sendur, Mehmet Keskinöz:
Evaluation of local decision thresholds for distributed detection in wireless sensor networks using multiobjective optimization. ACSCC 2008: 1958-1962
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Min Xu, Hao Chen, Pramod K. Varshney:
A novel approach for image fusion based on Markov Random Fields. CISS 2008: 344-349
[c78]
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Ruixin Niu, Pramod K. Varshney, Mark G. Alford, Adnan Bubalo, Eric K. Jones, Maria Scalzo:
Curvature nonlinearity measure and filter divergence detector for nonlinear tracking problems. FUSION 2008: 1-8
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Hao Chen, Pramod K. Varshney, Biao Chen:
Cooperative relay for decentralized detection. ICASSP 2008: 2293-2296
[c76]
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Long Zuo, Ruixin Niu, Pramod K. Varshney:
A sensor selection approach for target tracking in sensor networks with quantized measurements. ICASSP 2008: 2521-2524
[c75]
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Hao Chen, Pramod K. Varshney:
Nonparametric one-bit quantizers for distributed estimation. ISIT 2008: 459-463
[c74]
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Dazhi Chen, Bhagavath Kumar, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney:
In-network path planning for distributed sensor network navigation in dynamic environments. MASS 2008: 511-513
[c73]
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Renbin Peng, Pramod K. Varshney, Hao Chen, James H. Michels:
Digital mammogram enhancement based on ROI enhancement and background suppression. Image Processing 2008: 69141D
[c72]
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Yingxuan Zhu, Eric Olson, Arun Subramanian, David H. Feiglin, Pramod K. Varshney, Andrzej Król:
Neuronal nuclei localization in 3D using level set and watershed segmentation from laser scanning microscopy images. Image Processing 2008: 691441
2007
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Dazhi Chen, Pramod K. Varshney:
On-demand Geographic Forwarding for data delivery in wireless sensor networks. Comput. Commun. 30(14-15): 2954-2967 (2007)
[j78]
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Dazhi Chen, Pramod K. Varshney:
A survey of void handling techniques for geographic routing in wireless networks. IEEE Commun. Surv. Tutorials 9(1-4): 50-67 (2007)
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Hao Chen, Pramod K. Varshney:
A human perception inspired quality metric for image fusion based on regional information. Inf. Fusion 8(2): 193-207 (2007)
[j76]
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Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney, Jie Yang:
Temporal uncertainty reasoning networks for evidence fusion with applications to object detection and tracking. Inf. Fusion 8(3): 281-294 (2007)
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Jing Deng, Yunghsiang S. Han, Po-Ning Chen, Pramod K. Varshney:
Optimal Transmission Range for Wireless Ad Hoc Networks Based on Energy Efficiency. IEEE Trans. Commun. 55(7): 1439-1439 (2007)
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Jing Deng, Yunghsiang S. Han, Po-Ning Chen, Pramod K. Varshney:
Optimal Transmission Range for Wireless Ad Hoc Networks Based on Energy Efficiency. IEEE Trans. Commun. 55(9): 1772-1782 (2007)
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Chien Yao, Po-Ning Chen, Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney:
Performance Analysis and Code Design for Minimum Hamming Distance Fusion in Wireless Sensor Networks. IEEE Trans. Inf. Theory 53(5): 1716-1734 (2007)
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Kejun Liu, Jing Deng, Pramod K. Varshney, Kashyap Balakrishnan:
An Acknowledgment-Based Approach for the Detection of Routing Misbehavior in MANETs. IEEE Trans. Mob. Comput. 6(5): 536-550 (2007)
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Lauro Snidaro, Ruixin Niu, Gian Luca Foresti, Pramod K. Varshney:
Quality-Based Fusion of Multiple Video Sensors for Video Surveillance. IEEE Trans. Syst. Man Cybern. Part B 37(4): 1044-1051 (2007)
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Hao Chen, Pramod K. Varshney, Steven M. Kay, James H. Michels:
Theory of the Stochastic Resonance Effect in Signal Detection: Part I-Fixed Detectors. IEEE Trans. Signal Process. 55(7-1): 3172-3184 (2007)
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Dazhi Chen, Jing Deng, Pramod K. Varshney:
Selection of a Forwarding Area for Contention-Based Geographic Forwarding in Wireless Multi-Hop Networks. IEEE Trans. Veh. Technol. 56(5): 3111-3122 (2007)
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Bin Liu, Satish G. Iyengar, Hao Chen, James H. Michels, Pramod K. Varshney:
Sensor fusion enhancement via optimized stochastic resonance at local sensors. FUSION 2007: 1-5
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Onur Ozdemir, Ruixin Niu, Pramod K. Varshney:
Channel aware target localization in wireless sensor networks. FUSION 2007: 1-7
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Priyadip Ray, Pramod K. Varshney, Ruixin Niu:
A novel framework for the network-wide distributed detection problem. FUSION 2007: 1-8
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Ashok Sundaresan, Pramod K. Varshney, Nageswara S. V. Rao:
Distributed detection of a nuclear radioactive source using fusion of correlated decisions. FUSION 2007: 1-7
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Yingxuan Zhu, Pramod K. Varshney, Hao Chen:
Evaluation of ICA based fusion of hyperspectral images for color display. FUSION 2007: 1-7
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Long Zuo, Ruixin Niu, Pramod K. Varshney:
Posterior Crlb Based Sensor Selection for Target Tracking in Sensor Networks. ICASSP (2) 2007: 1041-1044
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Ruixin Niu, Pramod K. Varshney:
Source Localization in Sensor Networks with Rayleigh Faded Signals. ICASSP (3) 2007: 1229-1232
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Yingxuan Zhu, Pramod K. Varshney, Hao Chen:
Dimensionality Reduction of Hyperspectral Images for Color Display using Segmented Independent Component Analysis. ICIP (4) 2007: 97-100
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Ramesh Rajagopalan, Ruixin Niu, Chilukuri K. Mohan, Pramod K. Varshney, Andrew L. Drozd:
Sensor placement for ballistic missile localization using evolutionary algorithms. SMC 2007: 284-289
2006
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Ramesh Rajagopalan, Pramod K. Varshney:
Data-aggregation techniques in sensor networks: A survey. IEEE Commun. Surv. Tutorials 8(1-4): 48-63 (2006)
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Ruixin Niu, Pramod K. Varshney, Qi Cheng:
Distributed detection in a large wireless sensor network. Inf. Fusion 7(4): 380-394 (2006)
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Qi Cheng, Pramod K. Varshney, Manoj K. Arora:
Logistic Regression for Feature Selection and Soft Classification of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 3(4): 491-494 (2006)
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Steven M. Kay, James H. Michels, Hao Chen, Pramod K. Varshney:
Reducing Probability of Decision Error Using Stochastic Resonance. IEEE Signal Process. Lett. 13(11): 695-698 (2006)
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Biao Chen, Lang Tong, Pramod K. Varshney:
Channel-aware distributed detection in wireless sensor networks. IEEE Signal Process. Mag. 23(4): 16-26 (2006)
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Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney:
A Key Predistribution Scheme for Sensor Networks Using Deployment Knowledge. IEEE Trans. Dependable Secur. Comput. 3(1): 62-77 (2006)
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Ruixin Niu, Biao Chen, Pramod K. Varshney:
Fusion of decisions transmitted over Rayleigh fading channels in wireless sensor networks. IEEE Trans. Signal Process. 54(3): 1018-1027 (2006)
[j61]
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Ruixin Niu, Pramod K. Varshney:
Target Location Estimation in Sensor Networks With Quantized Data. IEEE Trans. Signal Process. 54(12): 4519-4528 (2006)
[j60]
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Tsang-Yi Wang, Yunghsiang S. Han, Biao Chen, Pramod K. Varshney:
A combined decision fusion and channel coding scheme for distributed fault-tolerant classification in wireless sensor networks. IEEE Trans. Wirel. Commun. 5(7): 1695-1705 (2006)
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Qi Cheng, Biao Chen, Pramod K. Varshney:
Detection Performance Limits for Distributed Sensor Networks in the Presence of Nonideal Channels. IEEE Trans. Wirel. Commun. 5(11): 3034-3038 (2006)
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Hao Chen, Pramod K. Varshney, Steven Kay, James H. Michels:
Improving Nonparametric Detectors via Stochastic Resonance. CISS 2006: 56-61
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Ruixin Niu, Pramod K. Varshney:
Performance Evaluation of Decision Fusion in Wireless Sensor Networks. CISS 2006: 69-74
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Priyadip Ray, Pramod K. Varshney, Chilukuri K. Mohan:
On Reliable Transport and Estimation of Spatio-temporal Events Using Wireless Sensor Networks. CISS 2006: 392-397
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Hao Chen, Pramod K. Varshney, James H. Michels, Steven M. Kay:
Can addition of noise improve distributed detection performance? FUSION 2006: 1-6
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Long Zuo, Kishan Mehrotra, Pramod K. Varshney, Chilukuri K. Mohan:
Bandwidth-Efficient Target Tracking In Distributed Sensor Networks Using Particle Filters. FUSION 2006: 1-4
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Hao Chen, Pramod K. Varshney, James H. Michels, Steven M. Kay:
Approaching Near Optimal Detection Performance via Stochastic Resonance. ICASSP (3) 2006: 281-284
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Min Xu, Pramod K. Varshney:
Tighter Performance Bounds on Image Registration. ICASSP (2) 2006: 777-780
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Pramod K. Varshney, Manoj K. Arora, Raghuveer M. Rao:
Signal Processing for Hyperspectral Data. ICASSP (5) 2006: 1181-1184
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Teerasit Kasetkasem, Manoj K. Arora, Apisit Eiumnoh, Pramod K. Varshney:
An MRF Based Approach for Simultanous Land Cover Mapping and Cast Shadow Removal. IGARSS 2006: 2133-2136
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Po-Ning Chen, Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Chien Yao, Shin-Lin Shieh:
Fault-Tolerance Analysis of a Wireless Sensor Network with Distributed Classification Codes. ISIT 2006: 217-221
2005
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Chilukuri K. Mohan, Pramod K. Varshney:
Introduction. Appl. Intell. 23(2): 75 (2005)
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Jing Deng, Yunghsiang S. Han, Wendi Beth Heinzelman, Pramod K. Varshney:
Balanced-energy sleep scheduling scheme for high-density cluster-based sensor networks. Comput. Commun. 28(14): 1631-1642 (2005)
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Sungwook Kim, Pramod K. Varshney:
Adaptive online bandwidth allocation and reservation for QoS sensitive multimedia networks. Comput. Commun. 28(17): 1959-1969 (2005)
[j55]
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Ruixin Niu, Pramod K. Varshney:
Distributed Detection and Fusion in a Large Wireless Sensor Network of Random Size. EURASIP J. Wirel. Commun. Netw. 2005(4): 462-472 (2005)
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Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney:
Fault-tolerant distributed classification based on non-binary codes in wireless sensor networks. IEEE Commun. Lett. 9(9): 808-810 (2005)
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Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Po-Ning Chen:
Distributed fault-tolerant classification in wireless sensor networks. IEEE J. Sel. Areas Commun. 23(4): 724-734 (2005)
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Jing Deng, Yunghsiang S. Han, Wendi Rabiner Heinzelman, Pramod K. Varshney:
Scheduling Sleeping Nodes in High Density Cluster-based Sensor Networks. Mob. Networks Appl. 10(6): 825-835 (2005)
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Hua-mei Chen, Seungsin Lee, Raghuveer M. Rao, Mohamed-Adel Slamani, Pramod K. Varshney:
Imaging for concealed weapon detection: a tutorial overview of development in imaging sensors and processing. IEEE Signal Process. Mag. 22(2): 52-61 (2005)
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Wenliang Du, Jing Deng, Yunghsiang S. Han, Pramod K. Varshney, Jonathan Katz, Aram Khalili:
A pairwise key predistribution scheme for wireless sensor networks. ACM Trans. Inf. Syst. Secur. 8(2): 228-258 (2005)
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Qi Cheng, Pramod K. Varshney, Kishan G. Mehrotra, Chilukuri K. Mohan:
Bandwidth management in distributed sequential detection. IEEE Trans. Inf. Theory 51(8): 2954-2961 (2005)
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Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney:
Performance Evaluation of a Parallel Pipeline Computational Model for Space-Time Adaptive Processing. J. Supercomput. 31(2): 137-160 (2005)
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Nojeong Heo, Pramod K. Varshney:
Energy-efficient deployment of Intelligent Mobile sensor networks. IEEE Trans. Syst. Man Cybern. Part A 35(1): 78-92 (2005)
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Kalyan Veeramachaneni, Lisa Ann Osadciw, Pramod K. Varshney:
An adaptive multimodal biometric management algorithm. IEEE Trans. Syst. Man Cybern. Part C 35(3): 344-356 (2005)
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Ramesh Rajagopalan, Chilukuri K. Mohan, Pramod K. Varshney, Kishan Mehrotra:
Multi-objective mobile agent routing in wireless sensor networks. Congress on Evolutionary Computation 2005: 1730-1737
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Hao Chen, Pramod K. Varshney:
Feature subset selection with applications to hyperspectral data. ICASSP (2) 2005: 249-252
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Ruixin Niu, Pramod K. Varshney:
Decision fusion in a wireless sensor network with a random number of sensors. ICASSP (4) 2005: 861-864
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Po-Ning Chen, Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney, Chien Yao:
Asymptotic performance analysis for minimum Hamming distance fusion [wireless sensor network applications]. ICASSP (4) 2005: 865-868
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Ramesh Rajagopalan, Chilukuri K. Mohan, Kishan G. Mehrotra, Pramod K. Varshney:
An Evolutionary Multi-Objective Crowding Algorithm (EMOCA): Benchmark Test Function Results. IICAI 2005: 1488-1506
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Dazhi Chen, Jing Deng, Pramod K. Varshney:
On the forwarding area of contention-based geographic forwarding for ad hoc and sensor networks. SECON 2005: 130-141
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Dazhi Chen, Jing Deng, Pramod K. Varshney:
A state-free data delivery protocol for multihop wireless sensor networks. WCNC 2005: 1818-1823
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Kashyap Balakrishnan, Jing Deng, Pramod K. Varshney:
TWOACK: preventing selfishness in mobile ad hoc networks. WCNC 2005: 2137-2142
2004
[j45]
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Mohamed Bingabr, Pramod K. Varshney:
Recovery of corrupted DCT coded images based on reference information. IEEE Trans. Circuits Syst. Video Technol. 14(4): 441-449 (2004)
[j44]
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Biao Chen, Ruixiang Jiang, Teerasit Kasetkasem, Pramod K. Varshney:
Channel aware decision fusion in wireless sensor networks. IEEE Trans. Signal Process. 52(12): 3454-3458 (2004)
[j43]
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Sungwook Kim, Pramod K. Varshney:
An integrated adaptive bandwidth-management framework for QoS-sensitive multimedia cellular networks. IEEE Trans. Veh. Technol. 53(3): 835-846 (2004)
[c44]
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Sungwook Kim, Pramod K. Varshney:
An adaptive bandwidth allocation algorithm for QoS guaranteed multimedia networks. Communications, Internet, and Information Technology 2004: 99-102
[c43]
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Jing Deng, Ben Liang, Pramod K. Varshney:
Tuning the carrier sensing range of IEEE 802.11 MAC. GLOBECOM 2004: 2987-2991
[c42]
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Ruixin Niu, Pramod K. Varshney:
Sampling schemes for sequential detection in colored noise. ICASSP (2) 2004: 717-720
[c41]
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Tsang-Yi Wang, Yunghsiang S. Han, Pramod K. Varshney:
A combined decision fusion and channel coding scheme for fault-tolerant classification in wireless sensor networks. ICASSP (2) 2004: 1073-1076
[c40]
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Kalyan Veeramachaneni, Lisa Ann Osadciw, Pramod K. Varshney:
An Evolutionary Algorithm Based Approach for Dynamic Thresholding in Multimodal Biometrics. ICBA 2004: 671-677
[c39]
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