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GNN-Based Resource Allocation for Digital Twin-Enhanced Multi-UAV Radar Networks 期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: 13, 期号: 11, 页码: 3137-3141
作者:  Luo, Jihao;  Fei, Zesong;  Wang, Xinyi;  Zhao, Le;  Li, Bin;  Zhou, Yiqing
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Resource management  Autonomous aerial vehicles  Radar  Interference  Sensors  Signal to noise ratio  Servers  Unmanned aerial vehicles  radar sensing  digital twin  graph neural network  spectrum allocation  power control  
UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-Off 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 5, 页码: 6993-7006
作者:  Fan, Xiaokun;  Chen, Yali;  Liu, Min;  Sun, Sheng;  Liu, Zhuotao;  Xu, Ke;  Li, Zhongcheng
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Training  Security  Autonomous aerial vehicles  Energy consumption  Resource management  Data models  Computational modeling  Deep reinforcement learning  federated learning (FL)  physical layer security  resource allocation  unmanned aerial vehicle (UAV)  
Adaptive Bitrate Video Caching in UAV-Assisted MEC Networks Based on Distributionally Robust Optimization 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 卷号: 23, 期号: 5, 页码: 5245-5259
作者:  Chen, Yali;  Liu, Min;  Ai, Bo;  Wang, Yuwei;  Sun, Sheng
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Streaming media  Autonomous aerial vehicles  Optimization  Bit rate  Servers  Robustness  Uncertainty  Adaptive bitrate video caching  mobile edge computing (MEC)  optimization under uncertainty  unmanned aerial vehicle (UAV)  
UAV Trajectory Optimization for Large-Scale and Low-Power Data Collection: An Attention-Reinforced Learning Scheme 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 4, 页码: 3009-3024
作者:  Zhu, Yuchen;  Yang, Bo;  Liu, Min;  Li, Zhongcheng
收藏  |  浏览/下载：2/0  |  提交时间：2024/12/06
Autonomous aerial vehicles  Sensors  Data collection  Energy consumption  Wireless communication  Optimization  Data models  Unmanned aerial vehicle  trajectory optimization  data collection  attention model  deep reinforcement learning  LoRa  
E3-UAV: An Edge-Based Energy-Efficient Object Detection System for Unmanned Aerial Vehicles 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 3, 页码: 4398-4413
作者:  Suo, Jiashun;  Zhang, Xingzhou;  Shi, Weisong;  Zhou, Wei
收藏  |  浏览/下载：11/0  |  提交时间：2024/05/20
Object detection  Energy consumption  Task analysis  Image edge detection  Autonomous aerial vehicles  Detectors  Detection algorithms  Edge computing  edge intelligence  energy efficiency  object detection system  unmanned aerial vehicle (UAV)