Special Topic

Federated Learning over Wireless Networks

Editorial ··································································································· CUI Shuguang, YIN Changchuan, ZHU Guangxu 21-01-01

Adaptive Retransmission Design for Wireless Federated Edge Learning ······························ XU Xinyi, LIU Shengli, YU Guanding 21-01-03

Reliable and Privacy-Preserving Federated Learning with Anomalous Users ······················································································································································································· ZHANG Weiting, LIANG Haotian, XU Yuhua, ZHANG Chuan 21-01-15

RIS-Assisted Federated Learning in Multi-Cell Wireless Networks ············ WANG Yiji, WEN Dingzhu, MAO Yijie, SHI Yuanming 21-01-25

Hierarchical Federated Learning: Architecture, Challenges, and Its Implementation in Vehicular Networks ····················································································································· YAN Jintao, CHEN Tan, XIE Bowen, SUN Yuxuan, ZHOU Sheng, NIU Zhisheng 21-01-38

Secure Federated Learning with Model Compression ········································································································································································· DING Yahao, Mohammad SHIKH-BAHAEI, YANG Zhaohui, HUANG Chongwen, YUAN Weijie 21-01-46

Evolution of AI Enabled Wireless Networks

Editorial ····································································································································· WANG Ling, GAO Yin 21-02-01

Intelligent 6G Wireless Network with Multi-Dimensional Information Perception ····················································································································································· YANG Bei, LIANG Xin, LIU Shengnan, JIANG Zheng, ZHU Jianchi, SHE Xiaoming 21-02-03

Deep Learning-Based Semantic Feature Extraction: A Literature Review and Future Directions ··········· DENG Letian , ZHAO Yanru 21-02-11

Content Popularity Prediction via Federated Learning in Cache-Enabled Wireless Networks ··········································································································································································· YAN Yuna, LIU Ying, NI Tao, LIN Wengsheng, LI Lixin 21-02-18

Federated Learning for 6G: A Survey From Perspective of Integrated Sensing, Communication and Computation ···································································································································································· ZHAO Moke, HUANG Yansong, LI Xuan 21-02-25

Future Vision on Artificial Intelligence Assisted Green Energy Efficiency Network ································································································································································································· CHEN Jiajun, GAO Yin, LIU Zhuang, LI Dapeng 21-02-34

Machine Learning Driven Latency Optimization for Internet of Things Applications in Edge Computing ···················································································································· Uchechukwu AWADA, ZHANG Jiankang, CHEN Sheng, LI Shuangzhi, YANG Shouyi 21-02-40

Multi-User MmWave Beam Tracking via Multi-Agent Deep Q-Learning ································································································································································································ MENG Fan, HUANG Yongming, LU Zhaohua, XIAO Huahua 21-02-53

RIS-Assisted UAV-D2D Communications Exploiting Deep Reinforcement Learning ················································································································································································ YOU Qian, XU Qian, YANG Xin, ZHANG Tao，CHEN Ming 21-02-61

SST-V: A Scalable Semantic Transmission Framework for Video ····························································································································································································· LIU Chenyao, GUO Jiejie, ZHANG Yimeng, XU Wenjun, LIU Yiming 21-02-70

UAV Autonomous Navigation for Wireless Powered Data Collection with Onboard Deep Q-Network ············································································································································ LI Yuting, DING Yi, GAO Jiangchuan, LIU Yusha, HU Jie, YANG Kun 21-02-80

Reinforcement Learning and Intelligent Decision

Editorial ······················································································································································· GAO Yang 21-03-01

Double Deep Q-Network Decoder Based on EEG Brain-Computer Interface ································ REN Min, XU Renyu, ZHU Ting 21-03-03

Multi-Agent Hierarchical Graph Attention Reinforcement Learning for Grid-Aware Energy Management ····························································································································· FENG Bingyi, FENG Mingxiao, WANG Minrui, ZHOU Wengang, LI Houqiang 21-03-11

A Practical Reinforcement Learning Framework for Automatic Radar Detection ···································· YU Junpeng, CHEN Yiyu 21-03-22

Boundary Data Augmentation for Offline Reinforcement Learning ·································· SHEN Jiahao, JIANG Ke, TAN Xiaoyang 21-03-29

3D Point Cloud Processing and Applications

Editorial ····························································································· SUN Huifang, LI Ge, CHEN Siheng, LI Li, GAO Wei 21-04-01

Perceptual Quality Assessment for Point Clouds: A Survey ···························································································································································································· ZHOU Yingjie, ZHANG Zicheng, SUN Wei, MIN Xiongkuo, ZHAI Guangtao 21-04-03

Spatio-temporal Context-guided Algorithm for Lossless Geometry Point Cloud Compression ···················································································································································································· ZHANG Huiran, DONG Zhen, WANG Mingsheng 21-04-17

Lossy Point Cloud Attribute Compression with Subnode-Based Prediction ········································································································································································· YIN Qian, ZHANG Xinfeng, HUANG Hongyue, WANG Shanshe, MA Siwei 21-04-29

Point Cloud Processing Methods for 3D Point Cloud Detection Tasks ················································································································································································· WANG Chongchong, LI Yao, WANG Beibei, CAO Hong, ZHANG Yanyong 21-04-38

Perceptual Optimization for Point-Based Point Cloud Rendering ························································· YIN Yujie, CHEN Zhang 21-04-47

Local Scenario Perception and Web AR Navigation ···················································· SHI Wenzhe, LIU Yanbin, ZHOU Qinfen 21-04-54

Research Papers

Efficient Bandwidth Allocation and Computation Configuration in Industrial IoT ··········· HUANG Rui, LI Huilin, ZHANG Yongmin 21-01-55

Ultra-Lightweight Face Animation Method for Ultra-Low Bitrate Video Conferencing ······················ LU Jianguo, ZHENG Qingfang 21-01-64

Adaptive Load Balancing for Parameter Servers in Distributed Machine Learning over Heterogeneous Networks ····························································································································· CAI Weibo, YANG Shulin, SUN Gang, ZHANG Qiming, YU Hongfang 21-01-72

Scene Visual Perception and AR Navigation Applications ··················································· LU Ping, SHENG Bin, SHI Wenzhe 21-01-81

RCache: A Read-Intensive Workload-Aware Page Cache for NVM Filesystem ········································································································································································· TU Yaofeng, ZHU Bohong, YANG Hongzhang, HAN Yinjun, SHU Jiwu 21-01-89

Differential Quasi-Yagi Antenna and Array ············································································ ZHU Zhihao, ZHANG Yueping 21-03-37

Massive Unsourced Random Access Under Carrier Frequency Offset ··········· XIE Xinyu, WU Yongpeng, YUAN Zhifeng, MA Yihua 21-03-45

Learning-Based Admission Control for Low-Earth-Orbit Satellite Communication Networks ··································································································································································································· CHENG Lei, QIN Shuang, FENG Gang 21-03-54

A 220-GHz Frequency-Division Multiplexing Wireless Link with High Data Rate ······································································································································································ ZHANG Bo, WANG Yihui, FENG Yinian, YANG Yonghui, PENG Lin 21-03-63

Log Anomaly Detection Through GPT-2 for Large Scale Systems ······························································································································································································ JI Yuhe, HAN Jing, ZHAO Yongxin, ZHANG Shenglin, GONG Zican 21-03-70

Robust Beamforming Under Channel Prediction Errors for Time-Varying MIMO System ····· ZHU Yuting, LI Zeng, ZHANG Hongtao 21-03-77

Design of Raptor-Like LDPC Codes and High Throughput Decoder Towards 100 Gbit/s Throughput ······························································································································································································· LI Hanwen, BI Ningjing, SHA Jin 21-03-86

Hybrid Architecture and Beamforming Optimization for Millimeter Wave Systems ·········································································································································································· TANG Yuanqi, ZHANG Huimin, ZHENG Zheng, LI Ping, ZHU Yu 21-03-93

Simulation and Modeling of Common Mode EMI Noise in Planar Transformers ······················································································································································································· LI Wei, JI Jingkang, LIU Yuanlong, SUN Jiawei, LIN Subin 21-03-105

Statistical Model of Path Loss for Railway 5G Marshalling Yard Scenario ······················································································································································································· DING Jianwen, LIU Yao, LIAO Hongjian, SUN Bin, WANG Wei 21-03-117

Research on Fall Detection System Based on Commercial Wi-Fi Devices ······································································································································································· GONG Panyin, ZHANG Guidong, ZHANG Zhigang, CHEN Xiao, DING Xuan 21-04-60

Incident and Problem Ticket Clustering and Classification Using Deep Learning ······································································································································································ FENG Hailin, HAN Jing, HUANG Leijun, SHENG Ziwei, GONG Zican 21-04-69

A Hybrid Five-Level Single-Phase Rectifier with Low Common-Mode Voltage ···································································································································································· TIAN Ruihan, WU Xuezhi, XU Wenzheng, ZUO Zhiling, CHEN Changqing 21-04-78

Mixed Electric and Magnetic Coupling Design Based on Coupling Matrix Extraction ···························································································································································· XIONG Zhiang, ZHAO Ping, FAN Jiyuan, WU Zengqiang, GONG Hongwei 21-04-85

Beyond Video Quality: Evaluation of Spatial Presence in 360-Degree Videos ·········································································································································································· ZOU Wenjie, GU Chengming, FAN Jiawei, HUANG Cheng, BAI Yaxian 21-04-91

Review

Research Towards Terahertz Power Amplifiers in Silicon-Based Process ············································································································································································· CHEN Jixin, ZHOU Peigen, YU Jiayang, LI Zekun, LI Huanbo, PENG Lin 21-02-88