Author

Jun-Cong Zhou

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2026

Bidirectional Neural Radio-Frequency Radiance Fields for 6-D Channel Knowledge Map Construction

This letter studies the construction of six-dimensional (6D) any-to-any (X2X) channel state information (CSI) maps, a specific type of channel knowledge map (CKM), for single-input multiple-output (SIMO) systems with varying transmitter (Tx) and receiver (Rx) locations, using limited measurements. We propose a novel bi...

Jia-Ni Wu, Jun-Cong Zhou, Yi-Long Chen et al. · IEEE Wireless Communications... · 0 citations

Jul 2026

Construction and Dynamic Update of Channel Gain Maps via 3D Gaussian Splatting

Numerical results demonstrate that the proposed GS-CG methods accurately reconstruct grid-based CGMs, efficiently adapt to dynamic environmental changes, and achieve a favorable accuracy-complexity tradeoff for fast CGM refinement.

Yi-Long Chen, Yuan-wei Guo, Jun-Cong Zhou et al. · arXiv.org · 0 citations