47 citations · 79 across the 24 of their papers we have counts for
6 papers · 1 filter
IREE Oriented Active RIS-Assisted Green communication System with Outdated CSI
Kai Cao, Tao Yu, Jihong Li +5
The rapid evolution of communication technologies has spurred a growing demand for energy-efficient network architectures and performance metrics. Active Reconfigurable Intelligent…
Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach
Xiaojing Chen, Zhenyuan Li, Wei Ni +5
Federated learning (FL) is a viable technique to train a shared machine learning model without sharing data. Hierarchical FL (HFL) system has yet to be studied regrading its multip…
IREE Oriented Green 6G Networks: A Radial Basis Function Based Approach
Tao Yu, Pengbo Huang, Shunqing Zhang +3
In order to provide design guidelines for energy efficient 6G networks, we propose a novel radial basis function (RBF) based optimization framework to maximize the integrated relat…
Quality of Experience Optimization for Real-time XR Video Transmission with Energy Constraints
Guangjin Pan, Shugong Xu, Shunqing Zhang +2
Extended Reality (XR) is an important service in the 5G network and in future 6G networks. In contrast to traditional video on demand services, real-time XR video is transmitted fr…
Quality of Experience Oriented Cross-layer Optimization for Real-time XR Video Transmission
Guangjin Pan, Shugong Xu, Shunqing Zhang +2
Extended reality (XR) is one of the most important applications of beyond 5G and 6G networks. Real-time XR video transmission presents challenges in terms of data rate and delay. I…
Real-time Extended Reality Video Transmission Optimization Based on Frame-priority Scheduling
Guangjin Pan, Shugong Xu, Shunqing Zhang +2
Extended reality (XR) is one of the most important applications of 5G. For real-time XR video transmission in 5G networks, a low latency and high data rate are required. In this pa…