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IEEE Transactions on Signal Processing, Volume 68
Volume 68, 2020
- Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Mehmet Akçakaya:
Tensor Completion From Regular Sub-Nyquist Samples. 1-16 - Nguyen Q. Tran, Oleksii Abramenko, Alexander Jung:
On the Sample Complexity of Graphical Model Selection From Non-Stationary Samples. 17-32 - Mohsen Ghassemi, Zahra Shakeri, Anand D. Sarwate, Waheed U. Bajwa:
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms. 33-48 - Mingjin Wang, Feifei Gao, Nir Shlezinger, Mark F. Flanagan, Yonina C. Eldar:
A Block Sparsity Based Estimator for mmWave Massive MIMO Channels With Beam Squint. 49-64 - Min Xiang, Yili Xia, Danilo P. Mandic:
Performance Analysis of Deficient Length Quaternion Least Mean Square Adaptive Filters. 65-80 - Xiaoye Wang, Zhaocheng Yang, Jianjun Huang, Rodrigo C. de Lamare:
Robust Two-Stage Reduced-Dimension Sparsity-Aware STAP for Airborne Radar With Coprime Arrays. 81-96 - Bin Li, Weisi Guo, Xiang Wang, Yansha Deng, Yueheng Lan, Chenglin Zhao, Arumugam Nallanathan:
CSI-Independent Non-Linear Signal Detection in Molecular Communications. 97-112 - David Ramírez, Ignacio Santamaría, Louis L. Scharf, Steven Van Vaerenbergh:
Multi-Channel Factor Analysis With Common and Unique Factors. 113-126 - Luana Ruiz, Fernando Gama, Antonio Garcia Marques, Alejandro Ribeiro:
Invariance-Preserving Localized Activation Functions for Graph Neural Networks. 127-141 - Nitesh Sahu, Prabhu Babu, Arun Kumar, Rajendar Bahl:
A Novel Algorithm for Optimal Placement of Multiple Inertial Sensors to Improve the Sensing Accuracy. 142-154 - Reza Rezaie, X. Rong Li:
Gaussian Conditionally Markov Sequences: Dynamic Models and Representations of Reciprocal and Other Classes. 155-169 - Kangjian Chen, Chenhao Qi, Geoffrey Ye Li:
Two-Step Codeword Design for Millimeter Wave Massive MIMO Systems With Quantized Phase Shifters. 170-180 - Yicong He, Fei Wang, Yingsong Li, Jing Qin, Badong Chen:
Robust Matrix Completion via Maximum Correntropy Criterion and Half-Quadratic Optimization. 181-195 - Wen-Liang Hwang, Andreas Heinecke:
Un-Rectifying Non-Linear Networks for Signal Representation. 196-210 - Qiao Qi, Xiaoming Chen, Derrick Wing Kwan Ng:
Robust Beamforming for NOMA-Based Cellular Massive IoT With SWIPT. 211-224 - Rubén Martín-Clemente, Vicente Zarzoso:
LDA via L1-PCA of Whitened Data. 225-240 - Wei Yi, Suqi Li, Bailu Wang, Reza Hoseinnezhad, Lingjiang Kong:
Computationally Efficient Distributed Multi-Sensor Fusion With Multi-Bernoulli Filter. 241-256 - Shanxiang Lyu, Jinming Wen, Jian Weng, Cong Ling:
On Low-Complexity Lattice Reduction Algorithms for Large-Scale MIMO Detection: The Blessing of Sequential Reduction. 257-269 - Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak:
Robust Cell-Load Learning With a Small Sample Set. 270-283 - Ahmed Douik, Xing Liu, Tarig Ballal, Tareq Y. Al-Naffouri, Babak Hassibi:
Precise 3-D GNSS Attitude Determination Based on Riemannian Manifold Optimization Algorithms. 284-299 - Yasuhiro Takano, Hsuan-Jung Su, Yoshiaki Shiraishi, Masakatu Morii:
A Spatial-Temporal Subspace-Based Compressive Channel Estimation Technique in Unknown Interference MIMO Channels. 300-313 - Maja Taseska, Toon van Waterschoot, Emanuël A. P. Habets, Ronen Talmon:
Nonlinear Filtering With Variable Bandwidth Exponential Kernels. 314-326 - Xuejing Zhang, Xiang-Gen Xia, Zishu He, Xuepan Zhang:
Phased-Array Transmission for Secure mmWave Wireless Communication via Polygon Construction. 327-342 - Geethu Joseph, Chandra R. Murthy:
On the Convergence of a Bayesian Algorithm for Joint Dictionary Learning and Sparse Recovery. 343-358 - Paolo Braca, Augusto Aubry, Leonardo Maria Millefiori, Antonio De Maio, Stefano Maranò:
Multi-Class Random Matrix Filtering for Adaptive Learning. 359-373 - Ali Ahmed:
Blind Deconvolution Using Modulated Inputs. 374-387 - Matthew R. O'Shaughnessy, Mark A. Davenport, Christopher J. Rozell:
Sparse Bayesian Learning With Dynamic Filtering for Inference of Time-Varying Sparse Signals. 388-403 - Amir Masoud Molaei, Bijan Zakeri, Seyed Mehdi Hosseini Andargoli:
Components Separation Algorithm for Localization and Classification of Mixed Near-Field and Far-Field Sources in Multipath Propagation. 404-419 - Xiaodan Shao, Xiaoming Chen, Rundong Jia:
A Dimension Reduction-Based Joint Activity Detection and Channel Estimation Algorithm for Massive Access. 420-435 - Hoi-To Wai, Santiago Segarra, Asuman E. Ozdaglar, Anna Scaglione, Ali Jadbabaie:
Blind Community Detection From Low-Rank Excitations of a Graph Filter. 436-451 - Puoya Tabaghi, Ivan Dokmanic, Martin Vetterli:
Kinetic Euclidean Distance Matrices. 452-465 - Fangzhou Wang, Hongbin Li:
Joint Waveform and Receiver Design for Co-Channel Hybrid Active-Passive Sensing With Timing Uncertainty. 466-477 - Péter Kovács, Sándor Fridli, Ferenc Schipp:
Generalized Rational Variable Projection With Application in ECG Compression. 478-492 - Benjamin Friedlander:
The Extended Manifold for Antenna Arrays. 493-502 - Jing Bai, Yongchao Wang, Qingjiang Shi:
Efficient QP-ADMM Decoder for Binary LDPC Codes and Its Performance Analysis. 503-518 - Ives Rey-Otero, Jeremias Sulam, Michael Elad:
Variations on the Convolutional Sparse Coding Model. 519-528 - Raja Giryes, Guillermo Sapiro, Alex M. Bronstein:
Corrections to "Deep Neural Networks With Random Gaussian Weights: A Universal Classification Strategy?". 529-531 - Holger Boche, Ullrich J. Mönich:
Turing Computability of Fourier Transforms of Bandlimited and Discrete Signals. 532-547 - Brian P. Day, Aaron Evers, Daniel E. Hack:
Multipath Suppression for Continuous Wave Radar via Slepian Sequences. 548-557 - Zahra Sabetsarvestani, Francesco Renna, Franz J. Király, Miguel R. D. Rodrigues:
Source Separation With Side Information Based on Gaussian Mixture Models With Application in Art Investigation. 558-572 - Leibo Liu, Guiqiang Peng, Pan Wang, Sheng Zhou, Qiushi Wei, Shouyi Yin, Shaojun Wei:
Energy- and Area-Efficient Recursive-Conjugate-Gradient-Based MMSE Detector for Massive MIMO Systems. 573-588 - Saeid Sedighi, Bhavani Shankar Mysore Rama Rao, Björn E. Ottersten:
An Asymptotically Efficient Weighted Least Squares Estimator for Co-Array-Based DoA Estimation. 589-604 - An Liu, Lixiang Lian, Vincent Lau, Guanying Liu, Min-Jian Zhao:
Cloud-Assisted Cooperative Localization for Vehicle Platoons: A Turbo Approach. 605-620 - Jiancheng Zhang, Yanyan Li, Tao Su, Xuehui He:
Quadratic FM Signal Detection and Parameter Estimation Using Coherently Integrated Trilinear Autocorrelation Function. 621-633 - Augusto Aubry, Vincenzo Carotenuto, Antonio De Maio, Luca Pallotta:
Localization in 2D PBR With Multiple Transmitters of Opportunity: A Constrained Least Squares Approach. 634-646 - Hsuan-Yin Lin, Po-Ning Chen, Yunghsiang S. Han, Pramod K. Varshney:
Minimum Byzantine Effort for Blinding Distributed Detection in Wireless Sensor Networks. 647-661 - Fuqiang Zhang, Zenghui Zhang, Wenxian Yu, Trieu-Kien Truong:
Joint Range and Velocity Estimation With Intrapulse and Intersubcarrier Doppler Effects for OFDM-Based RadCom Systems. 662-675 - Eweda Eweda, Neil J. Bershad, José C. M. Bermudez:
Stochastic Analysis of the Recursive Least Squares Algorithm for Cyclostationary Colored Inputs. 676-686 - Jesús Rodríguez Sánchez, Fredrik Rusek, Ove Edfors, Muris Sarajlic, Liang Liu:
Decentralized Massive MIMO Processing Exploring Daisy-Chain Architecture and Recursive Algorithms. 687-700 - Aakash Arora, Christos G. Tsinos, Bhavani Shankar Mysore Rama Rao, Symeon Chatzinotas, Björn E. Ottersten:
Hybrid Transceivers Design for Large-Scale Antenna Arrays Using Majorization-Minimization Algorithms. 701-714 - Preeti Kumari, Sergiy A. Vorobyov, Robert W. Heath Jr.:
Adaptive Virtual Waveform Design for Millimeter-Wave Joint Communication-Radar. 715-730 - Xinlei Yi, Xiuxian Li, Lihua Xie, Karl Henrik Johansson:
Distributed Online Convex Optimization With Time-Varying Coupled Inequality Constraints. 731-746 - Roxana Alexandru, Pier Luigi Dragotti:
Reconstructing Classes of Non-Bandlimited Signals From Time Encoded Information. 747-763 - Malong Ke, Zhen Gao, Yongpeng Wu, Xiqi Gao, Robert Schober:
Compressive Sensing-Based Adaptive Active User Detection and Channel Estimation: Massive Access Meets Massive MIMO. 764-779 - Lucas Balthazar, João Xavier, Bruno Sinopoli:
Distributed Linear Estimation Via a Roaming Token. 780-792 - Pu Wang, Hongbin Li:
Target Detection With Imperfect Waveform Separation in Distributed MIMO Radar. 793-807 - Mahdi Abolhasani, Mehdi Rahmani:
One-Step Prediction for Discrete Time-Varying Nonlinear Systems With Unknown Inputs and Correlated Noises. 808-817 - Yahya Sattar, Samet Oymak:
Quickly Finding the Best Linear Model in High Dimensions via Projected Gradient Descent. 818-829 - Shan Zhang, Prashant Khanduri, Pramod K. Varshney:
Distributed Sequential Detection: Dependent Observations and Imperfect Communication. 830-842 - Chao Shen, Tsung-Hui Chang, Jie Gong, Yong Zeng, Rui Zhang:
Multi-UAV Interference Coordination via Joint Trajectory and Power Control. 843-858 - Stefano Fortunati, Luca Sanguinetti, Fulvio Gini, Maria Sabrina Greco, Braham Himed:
Massive MIMO Radar for Target Detection. 859-871 - Jie Yang, Yixin Yang:
Sparse Bayesian DOA Estimation Using Hierarchical Synthesis Lasso Priors for Off-Grid Signals. 872-884 - Shengbin Luo Wang, Zhenhai Xu, Xiao Yang, Zhongren Li, Guoyu Wang:
Efficient and Unambiguous Two-Target Resolution via Subarray-Based Four-Channel Monopulse. 885-900 - Wei Yi, Tao Zhou, Yue Ai, Rick S. Blum:
Suboptimal Low Complexity Joint Multi-Target Detection and Localization for Non-Coherent MIMO Radar With Widely Separated Antennas. 901-916 - Yanyan Wang, Wanchun Liu, Xiangyun Zhou, Guanghui Liu:
On the Performance of Splitting Receiver With Joint Coherent and Non-Coherent Processing. 917-930 - Clémence Prévost, Konstantin Usevich, Pierre Comon, David Brie:
Hyperspectral Super-Resolution With Coupled Tucker Approximation: Recoverability and SVD-Based Algorithms. 931-946 - Yang Yang, Marius Pesavento, Zhi-Quan Luo, Björn E. Ottersten:
Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization. 947-961 - Mostafa Rahmani, Andre Beckus, Adel Karimian, George K. Atia:
Scalable and Robust Community Detection With Randomized Sketching. 962-977 - Guobing Qian, Shiyuan Wang, Herbert H. C. Iu:
Maximum Total Complex Correntropy for Adaptive Filter. 978-989 - Naeem Akl, Ahmed H. Tewfik:
Asynchronous Blind Network-Assisted Diversity Multiple Access. 990-1001 - Giorgio Matteo Vitetta, Pasquale Di Viesti, Emilio Sirignano, Francesco Montorsi:
Multiple Bayesian Filtering as Message Passing. 1002-1020 - Hong Zhang, Jiashun Jin, Zheyang Wu:
Distributions and Power of Optimal Signal-Detection Statistics in Finite Case. 1021-1033 - Fotios D. Mandanas, Constantine Kotropoulos:
Subspace Learning and Feature Selection via Orthogonal Mapping. 1034-1047 - Feng Xi, Yijian Xiang, Shengyao Chen, Arye Nehorai:
Gridless Parameter Estimation for One-Bit MIMO Radar With Time-Varying Thresholds. 1048-1063 - Shuli Sun:
Distributed Optimal Linear Fusion Predictors and Filters for Systems With Random Parameter Matrices and Correlated Noises. 1064-1074 - Wen Fan, Junli Liang, Hing Cheung So, Guangshan Lu:
Min-Max Metric for Spectrally Compatible Waveform Design Via Log-Exponential Smoothing. 1075-1090 - Baocheng Geng, Swastik Brahma, Thakshila Wimalajeewa, Pramod K. Varshney, Muralidhar Rangaswamy:
Prospect Theoretic Utility Based Human Decision Making in Multi-Agent Systems. 1091-1104 - Karen Adam, Adam Scholefield, Martin Vetterli:
Sampling and Reconstruction of Bandlimited Signals With Multi-Channel Time Encoding. 1105-1119 - Di Jin, Feng Yin, Carsten Fritsche, Fredrik Gustafsson, Abdelhak M. Zoubir:
Bayesian Cooperative Localization Using Received Signal Strength With Unknown Path Loss Exponent: Message Passing Approaches. 1120-1135 - Jialin Dong, Yuanming Shi, Zhi Ding:
Blind Over-the-Air Computation and Data Fusion via Provable Wirtinger Flow. 1136-1151 - Nadav Harel, Tirza Routtenberg:
Low-Complexity Methods for Estimation After Parameter Selection. 1152-1167 - Xiao Gong, Wei Chen, Jie Chen:
A Low-Rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising. 1168-1180 - Bar Hemo, Tomer Gafni, Kobi Cohen, Qing Zhao:
Searching for Anomalies Over Composite Hypotheses. 1181-1196 - Yao Rong, Augusto Aubry, Antonio De Maio, Mengjiao Tang:
Diffuse Multipath Exploitation for Adaptive Detection of Range Distributed Targets. 1197-1212 - Juha Yli-Kaakinen, Toni Levanen, Arto Palin, Markku Renfors, Mikko Valkama:
Generalized Fast-Convolution-Based Filtered-OFDM: Techniques and Application to 5G New Radio. 1213-1228 - Basheeruddin Shah Shaik, Vijay Kumar Chakka, Arikatla Satyanarayana Reddy:
Orthogonal and Non-Orthogonal Signal Representations Using New Transformation Matrices Having NPM Structure. 1229-1242 - Ian T. Cummings, Jonathan P. Doane, Timothy J. Schulz, Timothy C. Havens:
Aperture-Level Simultaneous Transmit and Receive With Digital Phased Arrays. 1243-1258 - Dejin Kong, Xing Zheng, Yue Zhang, Tao Jiang:
Frame Repetition: A Solution to Imaginary Interference Cancellation in FBMC/OQAM Systems. 1259-1273 - Bin Wang, Jun Fang, Huiping Duan, Hongbin Li:
PhaseEqual: Convex Phase Retrieval via Alternating Direction Method of Multipliers. 1274-1285 - Shuqi Chai, Vincent K. N. Lau:
Online Trajectory and Radio Resource Optimization of Cache-Enabled UAV Wireless Networks With Content and Energy Recharging. 1286-1299 - Ángel F. García-Fernández, Simon Maskell:
Continuous-Discrete Multiple Target Filtering: PMBM, PHD and CPHD Filter Implementations. 1300-1314 - Yunquan Dong:
Distributed Sensing With Orthogonal Multiple Access: To Code or not to Code? 1315-1330 - Aditi Jain, Pradeep Kiran Sarvepalli, Srikrishna Bhashyam, Arun Pachai Kannu:
Algorithms for Change Detection With Sparse Signals. 1331-1345 - Roula Nassif, Stefan Vlaski, Ali H. Sayed:
Adaptation and Learning Over Networks Under Subspace Constraints - Part I: Stability Analysis. 1346-1360 - Wei Xia, Meiqiu Sun, Qian Wang:
Direct Target Tracking by Distributed Gaussian Particle Filtering for Heterogeneous Networks. 1361-1373 - Hamed Nosrati, Elias Aboutanios, David B. Smith:
Multi-Stage Antenna Selection for Adaptive Beamforming in MIMO Radar. 1374-1389 - Bicheng Ying, Kun Yuan, Ali H. Sayed:
Variance-Reduced Stochastic Learning Under Random Reshuffling. 1390-1408 - Nikhilesh Sharma, Nicholas Mastronarde, Jacob Chakareski:
Accelerated Structure-Aware Reinforcement Learning for Delay-Sensitive Energy Harvesting Wireless Sensors. 1409-1424 - Heng Wang, Liuqing Chen, Min Li, Pengfei Gong:
Consensus-Based Clock Synchronization in Wireless Sensor Networks With Truncated Exponential Delays. 1425-1438 - Arya Bangun, Arash Behboodi, Rudolf Mathar:
Sensing Matrix Design and Sparse Recovery on the Sphere and the Rotation Group. 1439-1454 - Huy Thanh Nguyen, Hoang Duong Tuan, Trung Q. Duong, H. Vincent Poor, Won-Joo Hwang:
Nonsmooth Optimization Algorithms for Multicast Beamforming in Content-Centric Fog Radio Access Networks. 1455-1469 - Fuwei Li, Lifeng Lai, Shuguang Cui:
On the Adversarial Robustness of Subspace Learning. 1470-1483 - Chang-Jen Wang, Chao-Kai Wen, Shang-Ho Tsai, Shi Jin:
Decentralized Expectation Consistent Signal Recovery for Phase Retrieval. 1484-1499 - Amir Zaimbashi, Jian Li:
Tunable Adaptive Target Detection With Kernels in Colocated MIMO Radar. 1500-1514 - Kewei Chen, Stefan Werner, Anthony Kuh, Yih-Fang Huang:
Nonlinear Adaptive Filtering With Kernel Set-Membership Approach. 1515-1528 - Zi Long Liu, Ping Yang, Yong Liang Guan, Pei Xiao:
Cross Z-Complementary Pairs for Optimal Training in Spatial Modulation Over Frequency Selective Channels. 1529-1543 - Emanuele Grossi, Marco Lops, Luca Venturino:
Joint Design of Surveillance Radar and MIMO Communication in Cluttered Environments. 1544-1557 - Elena Ceci, Sergio Barbarossa:
Graph Signal Processing in the Presence of Topology Uncertainties. 1558-1573 - Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Risk Convergence of Centered Kernel Ridge Regression With Large Dimensional Data. 1574-1588 - Ti-Yen Lan, Tamir Bendory, Nicolas Boumal, Amit Singer:
Multi-Target Detection With an Arbitrary Spacing Distribution. 1589-1601 - Wei Yi, Ye Yuan, Reza Hoseinnezhad, Lingjiang Kong:
Resource Scheduling for Distributed Multi-Target Tracking in Netted Colocated MIMO Radar Systems. 1602-1617 - Chengwen Xing, Yindi Jing, Shuai Wang, Shaodan Ma, H. Vincent Poor:
New Viewpoint and Algorithms for Water-Filling Solutions in Wireless Communications. 1618-1634 - Qi Yu, Wei Dai, Zoran Cvetkovic, Jubo Zhu:
Dictionary Learning With BLOTLESS Update. 1635-1645 - Mahsa Salmani, Timothy N. Davidson:
Energy-Optimal Multiple Access Computation Offloading: Signalling Structure and Efficient Communication Resource Allocation. 1646-1661