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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Lei Guo

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Open access Oct 2026

Joint Vehicle Selection and Resource Allocation for Hierarchical Federated Learning in Internet of Vehicles

Hierarchical federated learning (HFL) in the Internet of Vehicles (IoV) faces challenges in participation reliability and aggregation efficiency due to vehicle mobility and resource heterogeneity. This paper investigates joint vehicle selection and resource allocation in a three-tier HFL architecture. In this framework...

Zhen Yang, Li-Hang Wen, Wei-Jing Qi et al. · 0 citations
#edge computing Oct 2026

Secure Split Offloading and Trajectory Design for UAV-Assisted Multi-Exit Collaborative DNN Inference

Collaborative inference (CI) has emerged as a promising paradigm in mobile edge computing, where deep neural network (DNN) models are split and collaboratively processed by wireless devices and edge servers to reduce communication overhead and improve inference efficiency. Unmanned aerial vehicles (UAVs) with agile mob...

Meng-Ru Wu, Hao-Nan Wu, Wei-Dang Lu et al. · 4 citations
2026

ISAC Enabled Anti-UAV: Joint Beamforming and Trajectory Design for Multi-UAVs

The rapid proliferation of Uncrewed Aerial Vehicles (UAVs) introduces significant challenges to low-altitude airspace security, particularly from unauthorized intrusions. To address these vulnerabilities, Integrated Sensing and Communication (ISAC) has emerged as a key enabler for anti-UAV systems. However, existing st...

Xiaojie Wang, Lingfei Li, Zhaolong Ning et al. · 1 citation

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