This proceedings constitutes the refereed proceedings of the 16 th International Conference on Communications and Networking, ChinaCom 2021, held in November 2021. Due to COVID-19 pandemic the conference was held virtually. The 47 full papers and 5 workshop papers presented were carefully selected from 130 submissions. The papers are organized in topical sections on Scheduling and Transmission Optimization in Edge Computing; Complex System Optimization in Edge Computing; Network Communication Enhancement; Signal Processing and Communication Optimization; Deep Learning and Vehicular…mehr
This proceedings constitutes the refereed proceedings of the 16th International Conference on Communications and Networking, ChinaCom 2021, held in November 2021. Due to COVID-19 pandemic the conference was held virtually.
The 47 full papers and 5 workshop papers presented were carefully selected from 130 submissions. The papers are organized in topical sections on Scheduling and Transmission Optimization in Edge Computing; Complex System Optimization in Edge Computing; Network Communication Enhancement; Signal Processing and Communication Optimization; Deep Learning and Vehicular Communication; Edge Computing and Deep Learning; Finite Blocklength and Distributed Machine Learning; Deep Learning and Network Performance Optimization; Edge Computing and Reinforcement Learning.
Produktdetails
Produktdetails
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Enginee
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Inhaltsangabe
Data Intensive Services based Application (DISA) Workshop.- Research on Airborne Wireless Sensor Network Based on Wi-Fi Technology.- Millimeter Wave Hybrid Precoding Based on Deep Learning.- Open-Set Recognition Algorithm of Signal Modulation Based on Siamese Neural Network.- Accurate Frequency Estimator of Real Sinusoid Based on Maximum Sidelobe Decay.- Transfer Learning Based Algorithm for Service Deployment Under Microservice Architecture.- Scheduling and Transmission Optimization in Edge Computing 6 Joint Opportunistic Satellite Scheduling and Beamforming for Secure Transmission in Cognitive LEO Satellite Terrestrial Networks.- GAN-SNR-Shrinkage-Based Network for Modulation Recognition with Small Training Sample Size.- Joint Resource Allocation Based on F-OFDM for Integrated Communication and Positioning System.- UAV formation using a dynamic task assignment algorithm with cooperative comb.- Complex System Optimization in Edge Computing.- Research and Implementation of Multi-Agent UAV System Simulation Platform Based on JADE.- A Complex Neural Network Adaptive Beamforming for Multi-Channel Speech Enhancement in Time Domain.- Robust Transmission Design for IRS-Aided MISO Network with Reflection Coefficient Mismatch.- Network Communication Enhancement.- Distributed Deep Reinforcement Learning Based Mode Selection and Resource Allocation for VR Transmission in Edge Networks.- Joint Optimization of D2D-enabled Heterogeneous Network Based on Delay and Reliability Constraints.- Channel Allocation for Medical Extra-WBAN Communications in Hybrid LiFi-WiFi Networks.- Cache Allocation Scheme in Information-Centric Satellite-Terrestrial Integrated Networks.- Signal Processing and Communication Optimization 17 Resource Allocation in Massive Non-Orthogonal Multiple Access System.- HEVC Rate Control Optimization Algorithm Based on Video Characteristics.- Performance Analysis of Radar Communication Shared Signal Based on OFDM.- Joint Power Allocation and Passive BeamformingDesign for IRS-Assisted Cell-free Networks.- Deep Learning and Vehicular Communication.- A Beam Tracking Scheme Based on Deep Reinforcement Learning for Multiple Vehicles.- Dynamic Transmission Design via Deep Multi-Task Learning for Supporting Multiple Applications in Vehicular Networks.- ub-Carrier Spacing Detection Algorithm in 5G New Radio Systems.- Handover Mechanism in the Internet of Vehicles Based on Named Data Networking.- Edge Computing and Deep Learning.- Selective Modulation and Cooperative Jamming for Secure Communication in Untrusted Relay Systems.- Deep CSI Feedback for FDD MIMO Systems.- Joint Computation Offloading and Wireless Resource Allocation in Vehicular Edge Computing Networks.- Non-Coherent Receiver Enhancement Based on Sequence Combination.- MCAD-Net: Multi-scale Coordinate Attention Dense Network for Single Image Deraining.- Finite Blocklength and Distributed Machine Learning.- 6G mURLLC Over Cell-free Massive MIMO Systems in the Finite Blocklength Regime.-Cloud-edge Collaboration based Data Mining for Power Distribution Networks.- Robust Sound Event Detection by a Two-stage Network in the presence of Background Noise.- Deep Learning and Network Performance Optimization.- Routing and Resource Allocation for Service Function Chain in Service-Oriented Network.- Service-aware Virtual Network Function Migration Based on Deep Reinforcement Learning.- Dual-channel Speech Enhancement Using Neural Network Adaptive Beamforming.- Edge Computing and Reinforcement Learning.- Fog-based Data Offloading in UWSNs with Discounted RewardsffiA contextual bandit.- Deep Deterministic Policy Gradient Algorithm for Space/Aerial-Assisted Computation Offloading.- Aerial Intelligent Reflecting Surface for Secure MISO Communication Systems.
Data Intensive Services based Application (DISA) Workshop.- Research on Airborne Wireless Sensor Network Based on Wi-Fi Technology.- Millimeter Wave Hybrid Precoding Based on Deep Learning.- Open-Set Recognition Algorithm of Signal Modulation Based on Siamese Neural Network.- Accurate Frequency Estimator of Real Sinusoid Based on Maximum Sidelobe Decay.- Transfer Learning Based Algorithm for Service Deployment Under Microservice Architecture.- Scheduling and Transmission Optimization in Edge Computing 6 Joint Opportunistic Satellite Scheduling and Beamforming for Secure Transmission in Cognitive LEO Satellite Terrestrial Networks.- GAN-SNR-Shrinkage-Based Network for Modulation Recognition with Small Training Sample Size.- Joint Resource Allocation Based on F-OFDM for Integrated Communication and Positioning System.- UAV formation using a dynamic task assignment algorithm with cooperative comb.- Complex System Optimization in Edge Computing.- Research and Implementation of Multi-Agent UAV System Simulation Platform Based on JADE.- A Complex Neural Network Adaptive Beamforming for Multi-Channel Speech Enhancement in Time Domain.- Robust Transmission Design for IRS-Aided MISO Network with Reflection Coefficient Mismatch.- Network Communication Enhancement.- Distributed Deep Reinforcement Learning Based Mode Selection and Resource Allocation for VR Transmission in Edge Networks.- Joint Optimization of D2D-enabled Heterogeneous Network Based on Delay and Reliability Constraints.- Channel Allocation for Medical Extra-WBAN Communications in Hybrid LiFi-WiFi Networks.- Cache Allocation Scheme in Information-Centric Satellite-Terrestrial Integrated Networks.- Signal Processing and Communication Optimization 17 Resource Allocation in Massive Non-Orthogonal Multiple Access System.- HEVC Rate Control Optimization Algorithm Based on Video Characteristics.- Performance Analysis of Radar Communication Shared Signal Based on OFDM.- Joint Power Allocation and Passive BeamformingDesign for IRS-Assisted Cell-free Networks.- Deep Learning and Vehicular Communication.- A Beam Tracking Scheme Based on Deep Reinforcement Learning for Multiple Vehicles.- Dynamic Transmission Design via Deep Multi-Task Learning for Supporting Multiple Applications in Vehicular Networks.- ub-Carrier Spacing Detection Algorithm in 5G New Radio Systems.- Handover Mechanism in the Internet of Vehicles Based on Named Data Networking.- Edge Computing and Deep Learning.- Selective Modulation and Cooperative Jamming for Secure Communication in Untrusted Relay Systems.- Deep CSI Feedback for FDD MIMO Systems.- Joint Computation Offloading and Wireless Resource Allocation in Vehicular Edge Computing Networks.- Non-Coherent Receiver Enhancement Based on Sequence Combination.- MCAD-Net: Multi-scale Coordinate Attention Dense Network for Single Image Deraining.- Finite Blocklength and Distributed Machine Learning.- 6G mURLLC Over Cell-free Massive MIMO Systems in the Finite Blocklength Regime.-Cloud-edge Collaboration based Data Mining for Power Distribution Networks.- Robust Sound Event Detection by a Two-stage Network in the presence of Background Noise.- Deep Learning and Network Performance Optimization.- Routing and Resource Allocation for Service Function Chain in Service-Oriented Network.- Service-aware Virtual Network Function Migration Based on Deep Reinforcement Learning.- Dual-channel Speech Enhancement Using Neural Network Adaptive Beamforming.- Edge Computing and Reinforcement Learning.- Fog-based Data Offloading in UWSNs with Discounted RewardsffiA contextual bandit.- Deep Deterministic Policy Gradient Algorithm for Space/Aerial-Assisted Computation Offloading.- Aerial Intelligent Reflecting Surface for Secure MISO Communication Systems.
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