Multiple UAV-Borne IRS-Aided Millimeter Wave Multicast Communications: A Joint Optimization Framework

被引:25
|
作者
Guo, Kang [1 ]
Wang, Chao [1 ,2 ]
Li, Zan [1 ]
Ng, Derrick Wing Kwan [3 ]
Wong, Kai-Kit [4 ]
机构
[1] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
[2] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
[3] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[4] UCL, Dept Elect & Elect Engn, London WC1E 6BT, England
基金
澳大利亚研究理事会; 中国国家自然科学基金; 中国博士后科学基金;
关键词
Array signal processing; Optimization; Multicast communication; Millimeter wave communication; Unmanned aerial vehicles; Millimeter wave technology; Particle swarm optimization; Intelligent reflecting surface; millimeter wave communication; multicast communications; particle swarm optimization;
D O I
10.1109/LCOMM.2021.3111602
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this letter, we design a resource allocation algorithm for communications in millimeter wave (mmWave) multicast systems adopting multiple unmanned aerial vehicle (UAV)-borne intelligent reflecting surfaces (IRSs). Considering the effect of blockages of buildings, we jointly optimize the placement of UAVs and the beamforming at the ground base station (BS) and the passive beamforming at the UAV-borne IRSs for maximizing the minimum rate of multiple user clusters. For handling the non-convex optimization problem, firstly, we employ the simulated annealing (SA)-based hybrid particle swarm optimization (HPSO) algorithm to design the deployment of UAVs for maximizing the average minimum achievable rate. Then, we propose a penalty-based block coordinate descent (BCD) algorithm to design the active and passive beamforming for maximizing the instantaneous minimum rate. Simulation results validate the efficiency of our proposed joint optimization framework.
引用
收藏
页码:3674 / 3678
页数:5
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