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This book constitutes the refereed proceedings of the 18th EAI International Conference on Principles and Practice of Multi-Agent Systems, ChinaCom 2023, held in Sanya, China, in November 2023.
The 34 full papers presented were carefully reviewed and selected from 88 submissions.
The conference covers a wide range of topics, such as: advanced networking and optimization strategies; signal processing and communication optimization; deep learning applications and optimization; scheduling and transmission optimization; edge computing and artificial intelligence applications;
List of contents
.- Advanced Networking and Optimization Strategies.
.- Research on Random Access Control Strategy and Optimization Algorithm of Multi-type Terminals Based on Deep Reinforcement Learning.
.- A Novel Approach on Semantic Performance Oriented Radio Resource Allocation.
.- A Two-Stage Heuristic SFC Deployment Approach in Software Defined Satellite Networks.
.- Blockchain-based Federated Learning with Malicious Attacks in Fog Computing Networks.
.- Target Detection in ISAC System Equipped with IRS: A Joint Active and Passive Beamforming Approach.
.- Architecture-Aware Optimization Strategies for Instruction Selection in DSP Compilers.
.- Signal Processing and Communication Optimization.
.- A Knowledge Graph for UAV Mission Planning Systems.
.- Dynamic Resource Allocation for Network Slicing in LEO Satellite Networks.
.- Scalable Blockchain-Based Access Control Algorithm for Large-Scale IoT Networks with Byzantine Nodes.
.- Anti-attack Trust Evaluation Algorithm Based on Bayesian Inference in VANET.
.- A Dummy Query-based User Privacy Protection Scheme in Named Data Networking.
.- Analytic Hierarchy Process Based Cell Reselection for Inactive Users in LEO Satellite Networks.
.- Resource Allocation and MEAR Maximization for RIS-Aided eMBBffiURLLC Traffic Multiplexing.
.- Deep Learning Applications and Optimization.
.- Enhancing Network Intrusion Detection with Deep Oversampling and Convolutional Autoencoder for Imbalanced Dataset.
.- Analyzing Average Age of Information in CRDSA Protocol with Access-Banned Policy.
.- VEC system for vehicle-to-vehicle communication Task offloading strategy research.
.- Research on Synchronization Technology of Dynamic Environment Signals in the Laser Measurement and Control System.
.- A Generic Solution for IoT Ontology Model Based on OCF Standard.
.- Joint eMBB-URLLC Resource Allocation Based on Reliability Requirements of Users.
.- Achieving mURLLC under Nakagami-m Fading in the CF mMIMO System.
.- Scheduling and Transmission Optimization.
.- A Novel Codebook Construction and Blind Detection Method for Grant-Free mMTCs.
.- Dynamic Resource Allocation for Multi-Beam Satellite Communication Systems.
.- Audio-Visual Sound Event Localization and Detection based on CRNN using Depth-wise Separable Convolution.
.- Efficient and Adaptive P3FA Forwarding using Popularity-based Egress Clustering.
.- A Unicast Packet Forwarding Accelerator Design Based on the RNS Algorithm.
.- A Neural Network Assisted FuLMS Algorithm for Active Noise Control System.
.- Cryptographic fingerprinting for network devices based on triplet network and fuzzy extractors.
.- Edge Computing and Artificial Intelligence Applications.
.- Enabling mURLLC Under kappa-mu Shadowed Fading by Cell-Free mMIMO.
.- Routing planning for video transmission in Cloud Content Delivery Networks based on Q-learning.
.- A Heuristic Inter-Satellite Fault Tolerant Routing Mechanism Based on A-Star Algorithm.
.- Multi-Scale and Coordinate Attention Residual Network for Efficient Keyword Spotting.
.- An Adaptive Unloading Algorithm of Computing Tasks Based on Edge Cloud Collaboration Scenario for Internet of Things.
.- GNSS-based Scene Recognition by Means of Machine Learning.
.- Green Task Offloading with Integration of Communication and Computation for LEO Satellite Computing Networks.
