Low-altitude wireless networks (LAWNs) require reliable multi-user communication together with accurate range and velocity sensing. Communication and sensing share the same transmit power and spatial degrees of freedom (DoF), and therefore joint beamforming is required to coordinate multi-user spectral efficiency with...
Bing Yang, Yan Huo, Xin Fan et al.· Electronics· 0 citations
Federated Learning (FL) enables collaborative model training in the Internet of Vehicles (IoV), helping vehicles overcome data and computational limitations while preserving privacy. However, its performance is constrained by both data heterogeneity and system heterogeneity. Additionally, different FL tasks exhibit div...
Xiang-Qing Su, Yan Huo, Zi-Han Chen et al.· IEEE Transactions on Network...· 0 citations
The approach models inter-device state correlations using a heterogeneous graph structure and partitions behavior patterns through iterative community detection and automated semantic annotation, and represents normal behavior by embedding and clustering of state sequences.
Yi-Fan Lu, Qi-Xiao Lin, Jian Mao et al.· 0 citations
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