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16th ChinaCom 2021: Virtual Event
- Honghao Gao, Jun Wun, Jianwei Yin, Feifei Shen, Yulong Shen, Jun Yu:
Communications and Networking - 16th EAI International Conference, ChinaCom 2021, Virtual Event, November 21-22, 2021, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 433, Springer 2022, ISBN 978-3-030-99199-9
Data Intensive Services Based Application (DISA) Workshop
- Zou Liang:
Research on Airborne Wireless Sensor Network Based on Wi-Fi Technology. 3-12 - Qing Liu, Ken Long:
Millimeter Wave Hybrid Precoding Based on Deep Learning. 13-27 - Pengcheng Liu, Yan Zhang, Mingjun Ma, Zunwen He, Wancheng Zhang:
Open-Set Recognition Algorithm of Signal Modulation Based on Siamese Neural Network. 28-39 - Zhanhong Liu
, Lei Fan
Accurate Frequency Estimator of Real Sinusoid Based on Maximum Sidelobe Decay Windows. 40-51 - Wenlin Li, Bei Liu, Hui Gao, Xin Su:
Transfer Learning Based Algorithm for Service Deployment Under Microservice Architecture. 52-62
Scheduling and Transmission Optimization in Edge Computing
- Xiaofen Jiao, Yichen Wang, Zhangnan Wang, Tao Wang:
Joint Opportunistic Satellite Scheduling and Beamforming for Secure Transmission in Cognitive LEO Satellite Terrestrial Networks. 65-79 - Shuai Zhang, Yan Zhang, Mingjun Ma, Zunwen He, Wancheng Zhang:
GAN-SNR-Shrinkage-Based Network for Modulation Recognition with Small Training Sample Size. 80-90 - Ruoxu Chen
Joint Resource Allocation Based on F-OFDM for Integrated Communication and Positioning System. 91-101 - Ying Wang, Yonggang Li, Zhichao Zheng, Longjiang Li, Xing Zhang:
UAV Formation Using a Dynamic Task Assignment Algorithm with Cooperative Combat. 102-112
Complex System Optimization in Edge Computing
- Zhichao Zheng, Yonggang Li, Ying Wang:
Research and Implementation of Multi-Agent UAV System Simulation Platform Based on JADE. 115-128 - Tao Jiang, Hongqing Liu, Yi Zhou, Lu Gan:
A Complex Neural Network Adaptive Beamforming for Multi-channel Speech Enhancement in Time Domain. 129-139 - Ran Yang
Robust Transmission Design for IRS-Aided MISO Network with Reflection Coefficient Mismatch. 140-150
Network Communication Enhancement
- Jie Luo, Bei Liu, Hui Gao, Xin Su:
Distributed Deep Reinforcement Learning Based Mode Selection and Resource Allocation for VR Transmission in Edge Networks. 153-167 - Dengsong Yang, Baili Ni, Haidong Wang, Baoxiang Wei:
Joint Optimization of D2D-Enabled Heterogeneous Network Based on Delay and Reliability Constraints. 168-181 - Novignon C. Acakpo-Addra, Dapeng Wu, Andrews A. Okine:
Channel Allocation for Medical Extra-WBAN Communications in Hybrid LiFi-WiFi Networks. 182-191 - Jie Duan, Xianjing Hu, Hao Liu, Zhihong Zhang:
Cache Allocation Scheme in Information-Centric Satellite-Terrestrial Integrated Networks. 192-205
Signal Processing and Communication Optimization
- Wen Zhang, Jie Zeng, Zhong Li:
Resource Allocation in Massive Non-Orthogonal Multiple Access System. 209-219 - Han Li, Di He, Xin Chen, Jiaqing Qu, Lieen Guo:
Distortionless MVDR Beamformer for Conformal Array GNSS Receiver. 220-234 - Qiang Li, Jun Nie
HEVC Rate Control Optimization Algorithm Based on Video Characteristics. 235-249 - Zeyu Liu
Performance Analysis of Radar Communication Shared Signal Based on OFDM. 250-263 - Chen He, Xie Xie, Yangrui Dong, Shun Zhang:
Joint Power Allocation and Passive Beamforming Design for IRS-Assisted Cell-free Networks. 264-274
Deep Learning and Vehicular Communication
- Zhenguo Hou, Weitao Yang, Haiying He, Peicong Zhang, Ziyu Wang, Xiaosheng Ji:
Text Error Correction Method in the Construction Industry Based on Transfer Learning. 277-290 - Binyao Cheng, Long Zhao, Zibo He, Ping Zhang:
A Beam Tracking Scheme Based on Deep Reinforcement Learning for Multiple Vehicles. 291-305 - Zhixing He, Mengyu Ma, Chao Wang, Fuqiang Liu:
A Dynamic Transmission Design via Deep Multi-task Learning for Supporting Multiple Applications in Vehicular Networks. 306-321 - Tong Li, Hang Long, Li Huang:
Sub-carrier Spacing Detection Algorithm in 5G New Radio Systems. 322-334 - Gaixin Wang, Zhanjun Liu, Qianbin Chen:
Pre-handover Mechanism in the Internet of Vehicles Based on Named Data Networking. 335-347
Edge Computing and Deep Learning
- Li Huang, Xiaoxu Wu, Hang Long:
Selective Modulation and Cooperative Jamming for Secure Communication in Untrusted Relay Systems. 351-365 - Zibo He, Long Zhao, Xiangchen Luo, Binyao Cheng:
Deep CSI Feedback for FDD MIMO Systems. 366-376 - Jiao Zhang, Zhanjun Liu, Bowen Gu, Chengchao Liang, Qianbin Chen:
Joint Computation Offloading and Wireless Resource Allocation in Vehicular Edge Computing Networks. 377-391 - Xiaoxu Wu, Tong Li, Hang Long:
Non-coherent Receiver Enhancement Based on Sequence Combination. 392-404 - Pengpeng Li
MCAD-Net: Multi-scale Coordinate Attention Dense Network for Single Image Deraining. 405-421
Finite Blocklength and Distributed Machine Learning
- Zhong Li, Jie Zeng, Wen Zhang, Shidong Zhou, Ren Ping Liu:
6G mURLLC over Cell-Free Massive MIMO Systems in the Finite Blocklength Regime. 425-437 - Li An, Xin Su:
Cloud-Edge Collaboration Based Data Mining for Power Distribution Networks. 438-451 - Jie Ou, Hongqing Liu, Yi Zhou, Lu Gan:
Robust Sound Event Detection by a Two-Stage Network in the Presence of Background Noise. 452-462
Deep Learning and Network Performance Optimization
- Ziyu Liu, Zeming Li, Chengchao Liang, Zhanjun Liu:
Routing and Resource Allocation for Service Function Chain in Service-Oriented Network. 465-480 - Zeming Li, Ziyu Liu, Chengchao Liang, Zhanjun Liu:
Service-Aware Virtual Network Function Migration Based on Deep Reinforcement Learning. 481-496 - Tao Jiang, Hongqing Liu, Chenhao Shuai, Mingtian Wang, Yi Zhou, Lu Gan:
Dual-Channel Speech Enhancement Using Neural Network Adaptive Beamforming. 497-506
Edge Computing and Reinforcement Learning
- Yuchen Shan, Hui Wang, Zihao Cao, Yujie Sun, Ting Li:
Fog-Based Data Offloading in UWSNs with Discounted Rewards: A Contextual Bandit. 509-522 - Jielin Fu, Lei Liang, Yanlong Li, Junyi Wang:
Deep Deterministic Policy Gradient Algorithm for Space/Aerial-Assisted Computation Offloading. 523-537 - Jiajin Zhao, Fang Cheng, Linlin Feng, Zhizhong Zhang:
Performance Analysis for UAV-Assisted mmWave Cellular Networks. 538-552 - Zhen Liu
Aerial Intelligent Reflecting Surface for Secure MISO Communication Systems. 553-566
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