2 papers
eess.SP2026
Active Learning for Channel Knowledge Map Construction via Bayesian Inference Diffusion Models
Yunzhe Zhu, Xuewen Liao, Zhenzhen Gao +2
Channel knowledge maps (CKMs) are regarded as key enablers of environment-aware communications in future wireless networks, as they provide location-specific channel information by…
eess.SP2025
Channel Knowledge Map Construction via Physics-Inspired Diffusion Model Without Prior Observations
Yunzhe Zhu, Xuewen Liao, Zhenzhen Gao +2
The ability to construct channel knowledge map (CKM) with high precision is essential for environment awareness in 6G wireless systems. However, most existing CKM construction meth…