arxiveess.SP2026-07-01
Channel Knowledge Map Reconstruction From Sparse Measurements via Pilot-Anchored Layout-Conditioned Fourier Refinement
Zhonghao Jiu, Fan Meng, Yongming Huang, Hang Zhan, Zening Liu, Xiaohu You
Channel knowledge maps (CKMs) enable environment-aware wireless systems by providing location-specific channel knowledge, but long-term environmental variations, such as construction, traffic redistribution, and foliage changes, require periodic map refresh. In practice, channel…