UAV-Assisted ISCC Networks: Joint Resource and Trajectory Optimization

被引:0
|
作者
Chen, Jie [1 ]
Xu, Yu [1 ]
Yang, Dingcheng [1 ]
Zhang, Tiankui [2 ]
机构
[1] Nanchang Univ, Informat Engn Sch, Nanchang 330031, Peoples R China
[2] Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing 100876, Peoples R China
基金
中国国家自然科学基金;
关键词
Autonomous aerial vehicles; Sensors; Vectors; Task analysis; Energy consumption; Computational modeling; Programming; Beamforming; integrated sensing; communication and computation; trajectory optimization; UAV;
D O I
10.1109/LWC.2024.3415084
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This letter proposes a framework of unmanned aerial vehicle (UAV)-assisted integrated sensing, communication and computing (ISCC), where the treble-functional UAV performs radar detection, edge computing, with the computational assistance of ground access points for the tasks offloaded from the UAV. Since the UAV-assisted ISCC system has limited computing capability, the computing efficiency maximization problem is formulated by jointly optimizing UAV trajectory, beamforming vector, and offloading strategy, subject to the constraint on the required sensing threshold. To handle the intractable fractional programming problem, the Dinkelbach approach is used to transform it into a parametric problem, which is solved by the semi-definite programming method and the successive convex approximation. Then we propose a joint resource and trajectory optimization algorithm. Simulation results show the effectiveness of the proposed algorithm in terms of obtaining the optimized trajectory, beamforming vector, and offloading strategy compared to the benchmark schemes.
引用
收藏
页码:2372 / 2376
页数:5
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