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Author

Pan Zhen

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Aug 2026

ACT-WTGAN: A Dynamic Radio Map Repair Method for UAVs Via Spatial-Frequency Domain Fusion

Radio maps are used to describe the distribution of signal strength in wireless environments and play a crucial role in spectrum management and the optimization of communication efficiency, especially in the emerging 6G networks. Traditional methods struggle to handle the complex changes posed by dynamic obstacles such...

Pan Zhen, Yi-Zhong Zhang, Yi-Ran Wei et al. · 0 citations
2026

HAMM-UNet: Height-Adaptive Multi-Modal Radio Map Reconstruction Based on Sparse Measurements

Radio maps (RMs) characterize the spatial distribution of wireless channel features and provide essential foundations for environment-aware wireless communication. Existing RM reconstruction methods mainly focus on pathloss prediction on fixed two-dimensional planes, while three-dimensional (3D) joint inference of path...

Bowen Zhu, Meng Wang, Pan Zhen et al. · 0 citations

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