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Author

Yilong Chen

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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. · 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. · 0 citations
Review Jul 2026

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch

Comparative results show that WARA substantially outperforms one-shot LLM generation and approaches the quality profile of recently accepted peer-reviewed papers, demonstrating the potential of closed-loop artifact control for end-to-end LLM-assisted wireless optimization research.

Yuan-Cheng Guo, Yilong Chen, Chao Hu et al. · 1 citation · ⚡1

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