Author

Jian Tang

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Preprint Oct 2026

Joint Trajectory, Sensing, and Computation Co-Design for UAV-Assisted Federated Edge Vision

This paper investigates UAV-assisted federated edge vision for training computationally heavy object detection models. Existing studies treat training data as static, ignoring the tight coupling between dynamic visual sensing and massive in place computational burdens. To minimize the expected training time under batte...

Kai-Chen Liu, Yue-Ling Che, Sheng Luo et al. · 0 citations

2026

Rapid Generation of Channel Knowledge Map by Joint Physics and Conditional Diffusion Models

A channel knowledge map (CKM) provides location-specific channel priors and can reduce the overhead of real-time channel state information (CSI) acquisition for 6G environment-aware communications. In practice, CKM generation is often constrained by sparse and noisy measurements due to the high cost of wireless data co...

Yu Chen, Jiao Chen, Jian Tang et al. · IEEE Transactions on Network... · 0 citations