An I2I Inpainting Approach for Efficient Channel Knowledge Map
Construction

An I2I Inpainting Approach for Efficient Channel Knowledge Map Construction

IEEE Transactions on Wireless Communications (IEEE TWC), 2024

14 June 2024

Zhenzhou Jin

ArXiv (abs)PDF HTML

Papers citing "An I2I Inpainting Approach for Efficient Channel Knowledge Map Construction"

5 / 5 papers shown

Title
Channel Fingerprint Construction for Massive MIMO: A Deep Conditional Generative Approach Zhenzhou Jin Li You Xudong Li Zhen Gao Yuanwei Liu Xiang-Gen Xia Xiqi Gao DiffM 200 1 0 12 May 2025
EnvCDiff: Joint Refinement of Environmental Information and Channel Fingerprints via Conditional Generative Diffusion ModelIEEE Transactions on Vehicular Technology (IEEE Trans. Veh. Technol.), 2025 Zhenzhou Jin Li You Xiang-Gen Xia Xiqi Gao DiffM 169 0 0 12 May 2025
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side InformationIEEE Transactions on Cognitive Communications and Networking (TCCN), 2025 Zhenzhou Jin Li You Derrick Wing Kwan Ng Xiang-Gen Xia Xiqi Gao 244 4 0 11 May 2025
CF-CGN: Channel Fingerprints Extrapolation for Multi-band Massive MIMO Transmission based on Cycle-Consistent Generative NetworksIEEE Journal on Selected Areas in Communications (JSAC), 2024 Chenjie Xie Li You Zhenzhou Jin Jinke Tang Xiqi Gao Xiang-Gen Xia 88 3 0 31 Dec 2024
Deep Learning-Based CKM Construction with Image Super-Resolution Shiyu Wang Xiaoli Xu Yong Zeng SupR 55 6 0 28 Oct 2024