Joint 3-D Deployment and Resource Allocation for UAV-Assisted Integrated Communication and Localization

被引:5
作者
Bi, Suzhi [1 ]
Yu, Jiaxing [1 ]
Yang, Zheyuan [2 ]
Lin, Xiaohui [1 ]
Wu, Yuan [3 ,4 ]
机构
[1] Shenzhen Univ, State Key Lab Radio Frequency Heterogeneous Integ, Shenzhen 518060, Guangdong, Peoples R China
[2] Chinese Univ Hong Kong, Dept Informat Engn, Hong Kong, Peoples R China
[3] Univ Macau, State Key Lab Internet Things Smart City, Macau, Peoples R China
[4] Univ Macau, Dept Comp & Informat Sci, Macau, Peoples R China
基金
中国国家自然科学基金;
关键词
UAV; integrated communication and localization; network deployment; resource allocation; OPTIMIZATION;
D O I
10.1109/LWC.2023.3284159
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this letter, we investigate an unmanned aerial vehicle (UAV)-assisted integrated communication and localization network in emergency scenarios where a single UAV is deployed as both an airborne base station (BS) and anchor node to assist ground BSs in communication and localization services. We formulate an optimization problem to maximize the sum communication rate of all users under localization accuracy constraints by jointly optimizing the 3D position of the UAV, and communication bandwidth and power allocation of the UAV and ground BSs. To address the intractable localization accuracy constraints, we introduce a new performance metric and geometrically characterize the UAV feasible deployment region in which the localization accuracy constraints are satisfied. Accordingly, we combine Gibbs sampling (GS) and block coordinate descent (BCD) techniques to tackle the non-convex joint optimization problem. Numerical results show that the proposed method attains almost identical rate performance as the meta-heuristic benchmark method while reducing the CPU time by 89.3%.
引用
收藏
页码:1672 / 1676
页数:5
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