Trajectory and Transmit Power Optimization for IRS-Assisted UAV Communication Under Malicious Jamming

被引:28
作者
Ji, Zhi [1 ]
Yang, Wendong [1 ]
Guan, Xinrong [1 ]
Zhao, Xiao [1 ]
Li, Guoxin [1 ]
Wu, Qingqing [2 ]
机构
[1] Army Engn Univ PLA, Coll Commun Engn, Nanjing 210007, Peoples R China
[2] Univ Macau, State Key Lab Internet Things Smart City, Macau 999078, Peoples R China
关键词
Jamming; Trajectory; Optimization; Autonomous aerial vehicles; Approximation algorithms; Uplink; Communication system security; Anti-jamming; intelligent reflecting surface (IRS); tra- jectory design; UAV communication; INTELLIGENT REFLECTING SURFACE; BEAMFORMING OPTIMIZATION;
D O I
10.1109/TVT.2022.3187092
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this letter, we investigate an unmanned aerial vehicle (UAV) communication system, where an intelligent reflecting surface (IRS) is deployed to assist in the transmission from a ground node (GN) to the UAV in the presence of a jammer. We aim to maximize the average rate of the UAV commnunication by jointly optimizing the GN's transmit power, the IRS's passive beamforming and the UAV's trajectory. However, the formulated problem is difficult to solve due to the non-convex objective function and the coupled optimization variables. Thus, to tackle it, we propose an alternating optimization (AO) based algorithm by exploiting the successive convex approximation (SCA) and semidefinite relaxation (SDR) techniques. Simulation results show that the proposed algorithm can significantly improve the average rate compared with the benchmark algorithms. Moreover, it also shows that when the jamming power is large and the number of IRS elements is relatively small, deploying the IRS near the jammer outperforms deploying it near the GN, and vice versa.
引用
收藏
页码:11262 / 11266
页数:5
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