3 papers
cs.IT2026
MAGRPO: Accelerated MARL Training for Fluid Antenna-Assisted Wireless Network Optimization
Wanzhe Wang, Tong Zhang, Yanfei Su +4
Fluid antenna systems (FASs) improve wireless links by repositioning antenna elements to exploit favorable spatial channel variations. Jointly optimizing fluid antenna (FA) positio…
cs.IT2026
Group Relative Policy Optimization for Robust Blind Interference Alignment with Fluid Antennas
Jianqiu Peng, Tong Zhang, Shuai Wang +3
Fluid antenna system (FAS) leverages dynamic reconfigurability to unlock spatial degrees of freedom and reshape wireless channels. Blind interference alignment (BIA) aligns interfe…
cs.IT2025
Indoor Fluid Antenna Systems Enabled by Layout-Specific Modeling and Group Relative Policy Optimization
Tong Zhang, Qianren Li, Shuai Wang +5
Fluid antenna system (FAS) revolutionizes wireless communications via utilizing position-flexible antennas that dynamically optimize channel conditions and mitigate multipath fadin…