3 papers
eess.SP2026
Sensing-Aided Channel Estimation for Near-Field MIMO ISAC Systems via Cross-Attention Transformer
Peihao Dong, Renbin Li, Shen Gao +4
Near-field integrated sensing and communication (ISAC) can deliver the high spatial resolution and transmission capability with the shared spectrum and hardware. Due to the partial…
cs.LG2025
LLM4XCE: Large Language Models for Extremely Large-Scale Massive MIMO Channel Estimation
Renbin Li, Shuangshuang Li, Peihao Dong
Extremely large-scale massive multiple-input multiple-output (XL-MIMO) is a key enabler for sixth-generation (6G) networks, offering massive spatial degrees of freedom. Despite the…
eess.SP2024
Mixed Attention Transformer Enhanced Channel Estimation for Extremely Large-Scale MIMO Systems
Shuang shuang Li, Peihao Dong
Extremely large-scale massive multiple-input multiple-output (XL-MIMO) is one of the key technologies for next-generation wireless communication systems. However, acquiring the acc…