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Jienan Chen
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2020 – today
- 2024
- [j37]Chentao Liang
, Jinsheng Kuang
, Fan Wu, Jienan Chen
:
Millimetre-Wave Beam Tracking: An Intelligent Machine Learning and Kalman Filter Fusion Technology. IEEE Trans. Cogn. Commun. Netw. 10(2): 487-498 (2024) - [c50]Qiuyu Cheng, Yakun Zhou, Chentao Liang, Zuofeng Zhang, Jienan Chen:
A Hardware Efficient Matrix Multiplications Scheme with Dynamic Precisions and Dimensions for Massive MIMO Systems. ISCAS 2024: 1-5 - [c49]Zhaoting Ou, Jienan Chen, Jie Zheng:
An Automatic PCB Imposition Method based on Reinforcement Learning. ISCAS 2024: 1-5 - [c48]Jie Zheng, Jienan Chen, Peizhi Lei, Zhaoting Ou, Zeyan Lu:
Fast Decoupling Capacitor Optimization for Power Delivery Network Based on Model and Data Fusion Method. ISCAS 2024: 1-5 - 2023
- [j36]Jienan Chen, Jiyun Tao, Siyu Luo, Shuai Li, Chuan Zhang, Wei Xiang
:
A deep learning driven hybrid beamforming method for millimeter wave MIMO system. Digit. Commun. Networks 9(6): 1291-1300 (2023) - [j35]Manlin Wang
, Jienan Chen
, Jiyun Tao, Hongye Li:
Over-the-Air Antenna Array Calibration for mmWave Hybrid Beamforming Systems Based on Monte Carlo Markov Chain Method. IEEE Trans. Veh. Technol. 72(5): 6068-6079 (2023) - [j34]Xiangchen Li
, Jienan Chen
, Xiang Ling
, Tingyong Wu
:
Deep Reinforcement Learning-Based Anti-Jamming Algorithm Using Dual Action Network. IEEE Trans. Wirel. Commun. 22(7): 4625-4637 (2023) - [c47]Jiawei Zhang, Fan Wu, Yihang Yang, Jienan Chen:
Beam Tracking: A Channel Charting and Neighborhood Search Based Method. GLOBECOM 2023: 807-812 - [c46]Tianchi Liu, Yizhuo Zhou, Yakun Zhou, Zheng Chai, Jienan Chen:
Hardware Efficient Reconfigurable Logic-in-Memory Circuit Based Neural Network Computing. ISCAS 2023: 1-5 - 2022
- [j33]Yakun Zhou
, Jinting Luo
, Musen Hu, Tingyong Wu
, Jinkuan Zhu, Xingzhong Xiong
, Jienan Chen
:
Learning Depth Estimation From Memory Infusing Monocular Cues: A Generalization Prediction Approach. IEEE Access 10: 21359-21369 (2022) - [j32]Tingyong Wu
, Peizhi Lei, Fuqiang Li, Jienan Chen
:
Space-Time Tree Search for Long-Term Trajectory Prediction. IEEE Access 10: 117745-117756 (2022) - [j31]Xiaoqian Li
, Siyu Chen
, Yakun Zhou
, Jienan Chen
, Gang Feng
:
Intelligent Service Migration Based on Hidden State Inference for Mobile Edge Computing. IEEE Trans. Cogn. Commun. Netw. 8(1): 380-393 (2022) - [j30]Qidie Wu
, Jinsheng Kuang, Jiyun Tao, Jienan Chen
, Warren J. Gross
:
DsMLP: A Learning-Based Multi-Layer Perception for MIMO Detection Implemented by Dynamic Stochastic Computing. IEEE Trans. Signal Process. 70: 6392-6403 (2022) - [j29]Shuai Li, Fan Wu, Siyu Luo, Zhengrong Fan, Jienan Chen
, Shengli Fu:
Dynamic Online Trajectory Planning for a UAV-Enabled Data Collection System. IEEE Trans. Veh. Technol. 71(12): 13332-13343 (2022) - [c45]Yakun Zhou, Shuai Li, Chunping Yang, Jinsheng Kuang, Jienan Chen, Chuan Zhang:
Hardware Efficient Radix-3/4/11 based FFT Processor for 5G NR Application. IEEECONF 2022: 634-639 - [c44]Jienan Chen, Tingyong Wu, Chentao Liang, Wei Xiang:
Millimeter Wave Beam Tracking Scheme with Neural Network Embedded Kalman Filter. ICCT 2022: 303-308 - [c43]Yakun Zhou
, Yizhuo Zhou
, Jiajun Yan
, Jienan Chen
:
Hardware Efficiency Stochastic Computing based on Hybrid Spatial Coding. NANOARCH 2022: 23:1-23:6 - 2021
- [j28]Jienan Chen, Siyu Luo, Lin Zhang, Cong Zhang, Bin Cao:
iPAS: A deep Monte Carlo Tree Search-based intelligent pilot-power allocation scheme for massive MIMO system. Digit. Commun. Networks 7(3): 362-372 (2021) - [j27]Jienan Chen
, Shuai Li, Jing Xing, Jian Wang, Shengli Fu:
Multiple Nodes Access of Wireless Beam Modulation for 6G-Enabled Internet of Things. IEEE Internet Things J. 8(20): 15191-15204 (2021) - [j26]Zihan Xia
, Jienan Chen
, Qiu Huang
, Jinting Luo
, Jianhao Hu
:
Neural Synaptic Plasticity-Inspired Computing: A High Computing Efficient Deep Convolutional Neural Network Accelerator. IEEE Trans. Circuits Syst. I Regul. Pap. 68(2): 728-740 (2021) - [c42]Xiaoqian Li, Yakun Zhou, Yao Sun, Siyu Chen, Jienan Chen, Gang Feng:
Dynamic Service Migration with Partially Observable Information in Mobile Edge Computing. GLOBECOM 2021: 1-6 - [c41]Haoyun Zhang, Shuai Li, Fan Wu, Tingyong Wu, Jienan Chen:
Low-Cost mmWave Transmission: Wireless Beam Modulation based Phase-less Interference Cancellation. GLOBECOM 2021: 1-6 - [c40]Zihan Xia, Ya Dong, Jienan Chen, Rui Wan, Shuai Li, Tingyong Wu:
Reconfigurable Neural Synaptic Plasticity-Based Stochastic Deep Neural Network Computing. SiPS 2021: 229-234 - [c39]Ke Lv, Yuan Liu, Jienan Chen, Dongxia Wang, Zhihong Tian:
An Interactive System for Unfair Rating Detection Models in a Customized Perspective. TrustCom 2021: 871-878 - 2020
- [j25]Jienan Chen, Siyu Chen, Siyu Luo, Qi Wang, Bin Cao, Xiaoqian Li:
An intelligent task offloading algorithm (iTOA) for UAV edge computing network. Digit. Commun. Networks 6(4): 433-443 (2020) - [j24]Junkai Liu
, Jienan Chen
, Siyu Luo, Shuai Li, Shengli Fu:
Deep Learning Driven Non-Orthogonal Precoding for Millimeter Wave Communications. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(2): 164-176 (2020) - [j23]Siyu Chen
, Jienan Chen
, Tingrui Zhang
, Shuwu Wei:
Semi-Supervised Learning Based on Hybrid Neural Network for the Signal Integrity Analysis. IEEE Trans. Circuits Syst. II Express Briefs 67-II(10): 1934-1938 (2020) - [j22]Jiyun Tao
, Jienan Chen
, Jing Xing, Shengli Fu, Junfei Xie
:
Autoencoder Neural Network Based Intelligent Hybrid Beamforming Design for mmWave Massive MIMO Systems. IEEE Trans. Cogn. Commun. Netw. 6(3): 1019-1030 (2020) - [j21]Jienan Chen
, Cong Zhang
, Jinting Luo, Junfei Xie
, Yan Wan
:
Driving Maneuvers Prediction Based Autonomous Driving Control by Deep Monte Carlo Tree Search. IEEE Trans. Veh. Technol. 69(7): 7146-7158 (2020) - [j20]Jienan Chen
, Wei Feng
, Jing Xing, Ping Yang
, Gerald E. Sobelman
, Dengsheng Lin, Shaoqian Li:
Hybrid Beamforming/Combining for Millimeter Wave MIMO: A Machine Learning Approach. IEEE Trans. Veh. Technol. 69(10): 11353-11368 (2020) - [j19]Yiou Chen, Jienan Chen
, Xia Yu, Guixian Xie, Cong Zhang, Chuan Zhang:
Belief Propagation Decoding of Polar Codes Using Intelligent Post-Processing. J. Signal Process. Syst. 92(5): 487-497 (2020) - [j18]Jienan Chen, Zhongxiang Wei, Shuai Li, Bin Cao:
Artificial Intelligence Aided Joint Bit Rate Selection and Radio Resource Allocation for Adaptive Video Streaming over F-RANs. IEEE Wirel. Commun. 27(2): 36-43 (2020) - [j17]Jienan Chen, Shuai Li, Jiyun Tao
, Shengli Fu, Gerald E. Sobelman:
Wireless Beam Modulation: An Energy- and Spectrum-Efficient Communication Technology for Future Massive IoT Systems. IEEE Wirel. Commun. 27(5): 60-66 (2020) - [c38]Huilin Jin, Qi Wang, Shuai Li, Jienan Chen:
Joint QoS Control and Bitrate Selection for Video Streaming based on Multi-agent Reinforcement Learning. ICCA 2020: 1360-1365 - [c37]Cong Zhang, Huilin Jin, Jienan Chen, Jinkuan Zhu, Jinting Luo:
A Hierarchy MCTS Algorithm for The Automated PCB Routing. ICCA 2020: 1366-1371 - [c36]Siyu Luo, Junkai Liu
, Siyu Chen, Jienan Chen, Jifeng Guo:
Intelligent joint trajectory design and resource allocation in UAV-based data harvesting system. ICCA 2020: 1378-1383 - [c35]Shuai Li, Jienan Chen, Jing Xing, Jiyun Tao
, Zeyan Lu:
Energy-Efficiency Millimeter Wave Communication System Based a New Beam Modulation Scheme. ISCAS 2020: 1-5 - [c34]Zihan Xia, Jienan Chen, Shaoxia He, Shuai Li:
Neural Synaptic Plasticity-Like Computing: An Ultra-Low Cost Approach for Artificial Neural Networks Implementation. ISCAS 2020: 1-5
2010 – 2019
- 2019
- [j16]Jienan Chen
, Yunzhi Duan, Gerald E. Sobelman, Cong Zhang:
Memory Segment Matching Network Based Image Geo-Localization. IEEE Access 7: 77448-77459 (2019) - [j15]Jienan Chen
, Siyu Chen, Qi Wang, Bin Cao
, Gang Feng
, Jianhao Hu:
iRAF: A Deep Reinforcement Learning Approach for Collaborative Mobile Edge Computing IoT Networks. IEEE Internet Things J. 6(4): 7011-7024 (2019) - [j14]Jienan Chen
, Siyu Chen, Yunlong Qi, Shengli Fu:
Intelligent Massive MIMO Antenna Selection Using Monte Carlo Tree Search. IEEE Trans. Signal Process. 67(20): 5380-5390 (2019) - [c33]Tingrui Zhang, Siyu Chen, Shuwu Wei, Jienan Chen:
A Data-Efficient Training Model for Signal Integrity Analysis based on Transfer Learning. APCCAS 2019: 186-189 - [c32]Lin Li, Qiu Huang, Jianhao Hu, Jienan Chen:
A Novel Signed Bit-serial Fixed-point Accumulator with Configurable Overflow-Protection Precision. ASICON 2019: 1-4 - [c31]Tingrui Zhang, Siyu Chen, Shuwu Wei, Jienan Chen:
A Fast Signal Integrity Design Model of Printed Circuit Board based on Monte-Carlo Tree. ASICON 2019: 1-4 - [c30]Jiyun Tao
, Jing Xing, Jienan Chen, Chuan Zhang, Shengli Fu:
Deep Neural Hybrid Beamforming for Multi-User mmWave Massive MIMO System. GlobalSIP 2019: 1-5 - [c29]Siyu Chen, Qi Wang, Jienan Chen, Tingyong Wu:
An Intelligent Task Offloading Algorithm (iTOA) for UAV Network. GLOBECOM Workshops 2019: 1-6 - [c28]Shuai Li, Qi Wang, Shiming Sun, Jienan Chen:
iABR: An Intelligent Joint Adaptive Bitrate Selection and Communication Resource Allocation in F-RAN. GLOBECOM 2019: 1-6 - [c27]Cong Zhang, Yunzhi Duan, Jing Xing, Jienan Chen:
Deep Matching Network Based Image Auxiliary Localization System for Unmanned Aerial Vehicle. GLOBECOM Workshops 2019: 1-6 - [c26]Jiyun Tao
, Qi Wang, Siyu Luo, Jienan Chen:
Constrained Deep Neural Network Based Hybrid Beamforming for Millimeter Wave Massive MIMO Systems. ICC 2019: 1-6 - [c25]Siyu Luo, Cong Zhang, Yunzhi Duan, Jienan Chen:
Pilot Allocation Game: A Monte Carlo Tree Based Method. ICTC 2019: 277-282 - [c24]Jing Xing, Tingyong Wu, Jienan Chen, Gerald E. Sobelman:
Deep Tree Search Based Pilot Efficiency Semi-Blind Channel Estimation for Massive IoT. IoTaIS 2019: 18-24 - 2018
- [j13]Kaining Han
, Jianhao Hu, Jienan Chen
, Hao Lu:
A Low Complexity Sparse Code Multiple Access Detector Based on Stochastic Computing. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(2): 769-782 (2018) - [j12]Kaining Han
, Jianhao Hu, Jienan Chen
, Zhengbing Zhang, Hao Lu:
A Fast Converging Normalization Unit for Stochastic Computing. IEEE Trans. Circuits Syst. II Express Briefs 65-II(4): 501-505 (2018) - [j11]Jienan Chen
, Zhenbing Zhang, Shengli Fu, Jianhao Hu:
A Joint Update Parallel MCMC-Method-Based Sparse Code Multiple Access Decoder. IEEE Trans. Veh. Technol. 67(2): 1280-1291 (2018) - [c23]Shuai Li, Qi Wang, Xiaojie Liu, Jienan Chen:
Low Cost LSTM Implementation based on Stochastic Computing for Channel State Information Prediction. APCCAS 2018: 231-234 - [c22]Yunzhi Duan, Shuai Li, Ruipeng Zhang
, Qi Wang, Jienan Chen, Gerald E. Sobelman:
Energy-Efficient Architecture for FPGA-based Deep Convolutional Neural Networks with Binary Weights. DSP 2018: 1-5 - [c21]Guiwu Yang, Jianhao Hu, Guoqiang Yao, Jienan Chen, Wei Cao:
A Novel Jointed Detection Scheme for MIMO-LDPC Systems. DSP 2018: 1-5 - [c20]Zeguo Yang, M. A. Shang, Shuai Hu, Kun Zheng, Xuyuan Cao, Jienan Chen:
Design of FIR Filter Based on Algebraic Integer Quantization. DSP 2018: 1-5 - [c19]Cong Zhang, Qi Wang, Mengyuan Wang, Jienan Chen, Hongzuo Liu, Shengli Fu:
Intelligent Parking Management System Design from a Mobile Edge Computing (MEC) Perspective. VTC Fall 2018: 1-5 - 2017
- [j10]Jienan Chen
, Chao Fei
, Hao Lu, Gerald E. Sobelman, Jianhao Hu:
Hardware Efficient Massive MIMO Detector Based on the Monte Carlo Tree Search Method. IEEE J. Emerg. Sel. Topics Circuits Syst. 7(4): 523-533 (2017) - [j9]Jienan Chen
, Junfei Xie, Yixin Gu
, Songwei Li, Shengli Fu, Yan Wan
, Kejie Lu:
Long-Range and Broadband Aerial Communication Using Directional Antennas (ACDA): Design and Implementation. IEEE Trans. Veh. Technol. 66(12): 10793-10805 (2017) - [c18]Zhenbing Zhang, Jianhao Hu, Jienan Chen, Kaining Han:
Fast convergence and low complexity stochastic turbo decoder. MWSCAS 2017: 659-662 - [c17]Kaining Han, Jianhao Hu, Jienan Chen, Gerald E. Sobelman:
A low complexity SCMA detector based on stochastic computation. MWSCAS 2017: 783-786 - [c16]Nutian Zhang, Chao Fei
, Zhenbing Zhang, Jianhao Hu, Jienan Chen:
A layered iterative sampling algorithm for near-optimal detection in uplink massive MIMO systems. WCSP 2017: 1-6 - 2016
- [j8]Jienan Chen, Zhenbing Zhang, Shuaining He, Jianhao Hu, Gerald E. Sobelman:
Sparse Code Multiple Access Decoding Based on a Monte Carlo Markov Chain Method. IEEE Signal Process. Lett. 23(5): 639-643 (2016) - [j7]Jienan Chen, Zhenbing Zhang, Hao Lu, Jianhao Hu, Gerald E. Sobelman:
An Intra-Iterative Interference Cancellation Detector for Large-Scale MIMO Communications Based on Convex Optimization. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(11): 2062-2072 (2016) - [j6]Jienan Chen, Jianhao Hu, Jiangyun Zhou:
Hardware and Energy-Efficient Stochastic LU Decomposition Scheme for MIMO Receivers. IEEE Trans. Very Large Scale Integr. Syst. 24(4): 1391-1401 (2016) - [c15]Kaining Han, Zhenbing Zhang, Jianhao Hu, Jienan Chen:
A High Performance Joint Detection and Decoding Scheme for LDPC Coded SCMA System. GLOBECOM Workshops 2016: 1-6 - [c14]Zhenbing Zhang, Kaining Han, Jianhao Hu, Jienan Chen:
Joint Detection and Decoding Schemes for Turbo Coded SCMA Systems. GLOBECOM Workshops 2016: 1-6 - [c13]Jienan Chen, Kaining Han, Jianhao Hu, Zhenbing Zhang:
Low complexity sparse code multiple access decoder based on tree pruned method. DSP 2016: 341-345 - [c12]Zhenbing Zhang, Jienan Chen, Jianhao Hu:
Energy-efficient massive MIMO system analysis: From a circuit power perspective. DSP 2016: 350-354 - 2015
- [j5]Jienan Chen, Jianhao Hu, Gerald E. Sobelman:
Stochastic Iterative MIMO Detection System: Algorithm and Hardware Design. IEEE Trans. Circuits Syst. I Regul. Pap. 62-I(4): 1205-1214 (2015) - [j4]Jienan Chen, Jianhao Hu, Shuyang Lee, Gerald E. Sobelman:
Hardware Efficient Mixed Radix-25/16/9 FFT for LTE Systems. IEEE Trans. Very Large Scale Integr. Syst. 23(2): 221-229 (2015) - [c11]Jienan Chen, Jianhao Hu, Jiangyun Zhou:
Ultra-short length stochastic computation based on multiple partition computing. ASICON 2015: 1-4 - [c10]Kaining Han, Jianhao Hu, Jienan Chen, Sheng Yang:
A high performance massive MIMO detector based on log-domain belief-propagation. ASICON 2015: 1-4 - [c9]Shuaining He, Jiangyun Zhou, Jianhao Hu, Jienan Chen:
A low complexity MCMC algorithm for MIMO system with bias technique. ASICON 2015: 1-4 - [c8]Jiangyun Zhou, Jianhao Hu, Jienan Chen, Shuaining He:
Biased MMSE soft-output detection based on conjugate gradient in massive MIMO. ASICON 2015: 1-4 - 2014
- [j3]Jienan Chen, Jianhao Hu, Gerald E. Sobelman:
Stochastic MIMO Detector Based on the Markov Chain Monte Carlo Algorithm. IEEE Trans. Signal Process. 62(6): 1454-1463 (2014) - [c7]Jiangyun Zhou, Jianhao Hu, Jienan Chen:
High performance absolute value calculator based on stochastic computing. ISCAS 2014: 365-368 - [c6]Jienan Chen, Lian Huai, Jianhao Hu, Gerald E. Sobelman:
High performance MIMO detector based on bidirectional path preserving trellis search. ISCAS 2014: 1684-1687 - 2013
- [j2]Jienan Chen, Jianhao Hu:
High Throughput Stochastic Log-MAP Turbo-Decoder Based on Low Bits Computation. IEEE Signal Process. Lett. 20(11): 1098-1101 (2013) - [j1]Jienan Chen, Jianhao Hu:
Energy-Efficient Digital Signal Processing via Voltage-Overscaling-Based Residue Number System. IEEE Trans. Very Large Scale Integr. Syst. 21(7): 1322-1332 (2013) - [c5]Haoliang Li
, Jianhao Hu, Jienan Chen:
A novel low-power filter design via reduced-precision redundancy for voltage overscaling applications. GLOBECOM 2013: 3282-3287 - [c4]Jienan Chen, Jianhao Hu:
A novel FIR filter based on stochastic logic. ISCAS 2013: 2050-2053 - 2012
- [c3]Jienan Chen, Jianhao Hu, Shuyang Li:
Low power digital signal processing scheme via stochastic logic protection. ISCAS 2012: 3077-3080 - [c2]Jienan Chen, Jianhao Hu, Shuyang Li:
High throughput and hardware efficient FFT architecture for LTE application. WCNC 2012: 826-831 - 2011
- [c1]Jienan Chen, Jianhao Hu:
Sliding Window Method for stochastic LDPC decoder. ISCAS 2011: 1307-1310
Coauthor Index
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