Knowledge-Driven Deep Learning Paradigms for Wireless Network
Optimization in 6G

Knowledge-Driven Deep Learning Paradigms for Wireless Network Optimization in 6G

15 January 2024

Nan Cheng

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Papers citing "Knowledge-Driven Deep Learning Paradigms for Wireless Network Optimization in 6G"

11 / 11 papers shown

Title
PPO-Based Vehicle Control for Ramp Merging Scheme Assisted by Enhanced C-V2X Qiong Wu Maoxin Ji Pingyi Fan Kezhi Wang Nan Cheng Wen Chen Khaled B. Letaief 106 0 0 22 Jan 2025
DRL-Based Optimization for AoI and Energy Consumption in C-V2X Enabled IoV Zheng Zhang Qiong Wu Pingyi Fan Nan Cheng Wen Chen Khaled B. Letaief 115 5 0 20 Nov 2024
Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning Wenjun Zhang Qiong Wu Pingyi Fan Kezhi Wang Nan Cheng Wen Chen Khaled B. Letaief 83 2 0 07 Nov 2024
V2X-Assisted Distributed Computing and Control Framework for Connected and Automated Vehicles under Ramp Merging Scenario Qiong Wu Jiahou Chu Pingyi Fan Kezhi Wang Nan Cheng Wen Chen Khaled B. Letaief 87 1 0 30 Oct 2024
User-centric Immersive Communications in 6G: A Data-oriented Framework via Digital Twin Conghao Zhou Shisheng Hu Jie Gao Xinyu Huang W. Zhuang Xuemin Shen 50 0 0 03 Oct 2024
Blockchain-Enabled Variational Information Bottleneck for Data Extraction Based on Mutual Information in Internet of Vehicles Cui Zhang Wenjun Zhang Qiong Wu Pingyi Fan Nan Cheng Wen Chen Khaled B. Letaief 36 0 0 20 Sep 2024
DRL-Based Resource Allocation for Motion Blur Resistant Federated Self-Supervised Learning in IoV Xueying Gu Qiong Wu Pingyi Fan Qiang Fan Nan Cheng Wen Chen Khaled B. Letaief 138 8 0 17 Aug 2024
Reconfigurable Intelligent Surface Aided Vehicular Edge Computing: Joint Phase-shift Optimization and Multi-User Power Allocation Kangwei Qi Qiong Wu Pingyi Fan Nan Cheng Wen Chen Khaled B. Letaief 62 5 0 18 Jul 2024
Resource Allocation for Twin Maintenance and Computing Task Processing in Digital Twin Vehicular Edge Computing Network Yu Xie Qiong Wu Pingyi Fan Nan Cheng Wen Chen Jiangzhou Wang Khaled B. Letaief 44 0 0 10 Jul 2024
Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X Communications Maoxin Ji Qiong Wu Pingyi Fan Nan Cheng Wen Chen Jiangzhou Wang Khaled B. Letaief GNN 93 26 0 09 Jul 2024
Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks Kangwei Qi Qiong Wu Pingyi Fan Nan Cheng Wen Chen Jiangzhou Wang Khaled B. Letaief 104 20 0 17 Jun 2024