3 papers
eess.SP2025
AutoMAS: A Generic Multi-Agent System for Algorithm Self-Adaptation in Wireless Networks
Dingli Yuan, Jingchen Peng, Jie Fan +3
The wireless communication environment has the characteristic of strong dynamics. Conventional wireless networks operate based on the static rules with predefined algorithms, lacki…
cs.MA2025
WMAS: A Multi-Agent System Towards Intelligent and Customized Wireless Networks
Jingchen Peng, Dingli Yuan, Boxiang Ren +3
The fast development of Artificial Intelligence (AI) agents provides a promising way for the realization of intelligent and customized wireless networks. In this paper, we propose…
eess.SP2025
A Peaceman-Rachford Splitting Approach with Deep Equilibrium Network for Channel Estimation
Dingli Yuan, Shitong Wu, Haoran Tang +2
Multiple-input multiple-output (MIMO) is pivotal for wireless systems, yet its high-dimensional, stochastic channel poses significant challenges for accurate estimation, highlighti…