Channel-Aware Potential Field Trajectory Planning for Solar-Powered Relay UAV in Near-Space

被引:3
作者
Yuan, Ziwei [1 ,2 ]
Yang, Yanping [1 ]
Hu, Yanpeng [1 ]
Ma, Xiaoping [1 ]
机构
[1] Chinese Acad Sci, Inst Engn Thermophys, Beijing 100190, Peoples R China
[2] Univ Chinese Acad Sci, Inst Engn Thermophys, Beijing 100049, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Adaptive trajectory planning; channel-aware potential field; relay communication; solar-powered UAV; cooperative game theory; NETWORK;
D O I
10.1109/ACCESS.2020.3013319
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The near-space communication relay platform has a broad application prospect and development potential in the field of over-the-horizon communication support. In this paper, we investigate a throughput oriented, real-time path planning method for the high-altitude Solar-Powered UAV (SP-UAV) to ensure high quality communication of long-range mission UAVs. Firstly, based on the spatial distribution, the Channel State Information (CSI) and the potential field theory, we design the channel-aware-aided relay SP-UAV which is capable of adaptively changing its position, while maximizing the total throughput of the communication system. Secondly, in the feedback loop design, a cooperative game theory model is introduced to formulate a feedback-aided strategy for adjusting the weighting factors, which can further improve the whole communication performance. Specifically, to ensure the real-time performance, a low complexity algorithm and the real-time updated system conditions are applied in calculating the planning trajectory of the relay UAV. Simulation results show that compared with the relay UAV with a fixed cruise trajectory, our proposed scheme achieves better network throughput and has good tracking adaptability.
引用
收藏
页码:143950 / 143961
页数:12
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