Jienan Chen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 71

Top Topics

Millimeter Wave

Reinforcement Learning

Top Venues

IEEE Trans. Veh. Technol.

GLOBECOM Workshops

Publications

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)
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) (2024)
Zhaoting Ou, Jienan Chen, Jie Zheng
An Automatic PCB Imposition Method based on Reinforcement Learning. ISCAS (2024)
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)
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) (2023)
Tianchi Liu, Yizhuo Zhou, Yakun Zhou, Zheng Chai, Jienan Chen
Hardware Efficient Reconfigurable Logic-in-Memory Circuit Based Neural Network Computing. ISCAS (2023)
Jiawei Zhang, Fan Wu, Yihang Yang, Jienan Chen
Beam Tracking: A Channel Charting and Neighborhood Search Based Method. GLOBECOM (2023)
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) (2023)
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) (2023)
Tingyong Wu, Peizhi Lei, Fuqiang Li, Jienan Chen
Space-Time Tree Search for Long-Term Trajectory Prediction. IEEE Access 10 (2022)
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 (2022)
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) (2022)
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 (2022)
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) (2022)
Jienan Chen, Tingyong Wu, Chentao Liang, Wei Xiang
Millimeter Wave Beam Tracking Scheme with Neural Network Embedded Kalman Filter. ICCT (2022)
Yakun Zhou, Yizhuo Zhou, Jiajun Yan, Jienan Chen
Hardware Efficiency Stochastic Computing based on Hybrid Spatial Coding. NANOARCH (2022)
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)
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)
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) (2021)
Ke Lv, Yuan Liu, Jienan Chen, Dongxia Wang, Zhihong Tian
An Interactive System for Unfair Rating Detection Models in a Customized Perspective. TrustCom (2021)
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) (2021)
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) (2021)
Zihan Xia, Ya Dong, Jienan Chen, Rui Wan, Shuai Li, Tingyong Wu
Reconfigurable Neural Synaptic Plasticity-Based Stochastic Deep Neural Network Computing. SiPS (2021)
Haoyun Zhang, Shuai Li, Fan Wu, Tingyong Wu, Jienan Chen
Low-Cost mmWave Transmission: Wireless Beam Modulation based Phase-less Interference Cancellation. GLOBECOM (2021)
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) (2020)
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) (2020)
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) (2020)
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) (2020)
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 (10) (2020)
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)
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) (2020)
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)
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)
Shuai Li, Jienan Chen, Jing Xing, Jiyun Tao, Zeyan Lu
Energy-Efficiency Millimeter Wave Communication System Based a New Beam Modulation Scheme. ISCAS (2020)
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) (2020)
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) (2020)
Cong Zhang, Huilin Jin, Jienan Chen, Jinkuan Zhu, Jinting Luo
A Hierarchy MCTS Algorithm for The Automated PCB Routing. ICCA (2020)
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) (2020)
Siyu Chen, Qi Wang, Jienan Chen, Tingyong Wu
An Intelligent Task Offloading Algorithm (iTOA) for UAV Network. GLOBECOM Workshops (2019)
Jing Xing, Tingyong Wu, Jienan Chen, Gerald E. Sobelman
Deep Tree Search Based Pilot Efficiency Semi-Blind Channel Estimation for Massive IoT. IoTaIS (2019)
Shuai Li, Qi Wang, Shiming Sun, Jienan Chen
iABR: An Intelligent Joint Adaptive Bitrate Selection and Communication Resource Allocation in F-RAN. GLOBECOM (2019)
Jienan Chen, Siyu Chen, Yunlong Qi, Shengli Fu
Intelligent Massive MIMO Antenna Selection Using Monte Carlo Tree Search. IEEE Trans. Signal Process. 67 (20) (2019)
Jiyun Tao, Jing Xing, Jienan Chen, Chuan Zhang, Shengli Fu
Deep Neural Hybrid Beamforming for Multi-User mmWave Massive MIMO System. GlobalSIP (2019)
Siyu Luo, Cong Zhang, Yunzhi Duan, Jienan Chen
Pilot Allocation Game: A Monte Carlo Tree Based Method. ICTC (2019)
Cong Zhang, Yunzhi Duan, Jing Xing, Jienan Chen
Deep Matching Network Based Image Auxiliary Localization System for Unmanned Aerial Vehicle. GLOBECOM Workshops (2019)
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) (2019)
Lin Li, Qiu Huang, Jianhao Hu, Jienan Chen
A Novel Signed Bit-serial Fixed-point Accumulator with Configurable Overflow-Protection Precision. ASICON (2019)
Jienan Chen, Yunzhi Duan, Gerald E. Sobelman, Cong Zhang
Memory Segment Matching Network Based Image Geo-Localization. IEEE Access 7 (2019)
Jiyun Tao, Qi Wang, Siyu Luo, Jienan Chen
Constrained Deep Neural Network Based Hybrid Beamforming for Millimeter Wave Massive MIMO Systems. ICC (2019)
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)
Tingrui Zhang, Siyu Chen, Shuwu Wei, Jienan Chen
A Data-Efficient Training Model for Signal Integrity Analysis based on Transfer Learning. APCCAS (2019)
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) (2018)
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 (4) (2018)
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. DSL (2018)
Guiwu Yang, Jianhao Hu, Guoqiang Yao, Jienan Chen, Wei Cao
A Novel Jointed Detection Scheme for MIMO-LDPC Systems. DSL (2018)
Shuai Li, Qi Wang, Xiaojie Liu, Jienan Chen
Low Cost LSTM Implementation based on Stochastic Computing for Channel State Information Prediction. APCCAS (2018)
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. (2) (2018)
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)
Zeguo Yang, M. A. Shang, Shuai Hu, Kun Zheng, Xuyuan Cao, Jienan Chen
Design of FIR Filter Based on Algebraic Integer Quantization. DSL (2018)
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) (2017)
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)
Kaining Han, Jianhao Hu, Jienan Chen, Gerald E. Sobelman
A low complexity SCMA detector based on stochastic computation. MWSCAS (2017)
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) (2017)
Zhenbing Zhang, Jianhao Hu, Jienan Chen, Kaining Han
Fast convergence and low complexity stochastic turbo decoder. MWSCAS (2017)
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) (2016)
Zhenbing Zhang, Kaining Han, Jianhao Hu, Jienan Chen
Joint Detection and Decoding Schemes for Turbo Coded SCMA Systems. GLOBECOM Workshops (2016)
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) (2016)
Zhenbing Zhang, Jienan Chen, Jianhao Hu
Energy-efficient massive MIMO system analysis: From a circuit power perspective. DSP (2016)
Kaining Han, Zhenbing Zhang, Jianhao Hu, Jienan Chen
A High Performance Joint Detection and Decoding Scheme for LDPC Coded SCMA System. GLOBECOM Workshops (2016)
Jienan Chen, Kaining Han, Jianhao Hu, Zhenbing Zhang
Low complexity sparse code multiple access decoder based on tree pruned method. DSP (2016)
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. (11) (2016)
Jienan Chen, Jianhao Hu, Jiangyun Zhou
Ultra-short length stochastic computation based on multiple partition computing. ASICON (2015)
Jienan Chen, Jianhao Hu, Gerald E. Sobelman
Stochastic Iterative MIMO Detection System: Algorithm and Hardware Design. IEEE Trans. Circuits Syst. I Regul. Pap. (4) (2015)
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) (2015)
Shuaining He, Jiangyun Zhou, Jianhao Hu, Jienan Chen
A low complexity MCMC algorithm for MIMO system with bias technique. ASICON (2015)
Jiangyun Zhou, Jianhao Hu, Jienan Chen, Shuaining He
Biased MMSE soft-output detection based on conjugate gradient in massive MIMO. ASICON (2015)
Kaining Han, Jianhao Hu, Jienan Chen, Sheng Yang
A high performance massive MIMO detector based on log-domain belief-propagation. ASICON (2015)
Jiangyun Zhou, Jianhao Hu, Jienan Chen
High performance absolute value calculator based on stochastic computing. ISCAS (2014)
Jienan Chen, Jianhao Hu, Gerald E. Sobelman
Stochastic MIMO Detector Based on the Markov Chain Monte Carlo Algorithm. IEEE Trans. Signal Process. 62 (6) (2014)
Jienan Chen, Lian Huai, Jianhao Hu, Gerald E. Sobelman
High performance MIMO detector based on bidirectional path preserving trellis search. ISCAS (2014)
Jienan Chen, Jianhao Hu
A novel FIR filter based on stochastic logic. ISCAS (2013)
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) (2013)
Haoliang Li, Jianhao Hu, Jienan Chen
A novel low-power filter design via reduced-precision redundancy for voltage overscaling applications. GLOBECOM (2013)
Jienan Chen, Jianhao Hu
High Throughput Stochastic Log-MAP Turbo-Decoder Based on Low Bits Computation. IEEE Signal Process. Lett. 20 (11) (2013)
Jienan Chen, Jianhao Hu, Shuyang Li
High throughput and hardware efficient FFT architecture for LTE application. WCNC (2012)
Jienan Chen, Jianhao Hu, Shuyang Li
Low power digital signal processing scheme via stochastic logic protection. ISCAS (2012)
Jienan Chen, Jianhao Hu
Sliding Window Method for stochastic LDPC decoder. ISCAS (2011)