Age of Information Based Scheduling for UAV Aided Localization and Communication

被引:8
|
作者
Liang, Tianhao [1 ]
Zhang, Tingting [1 ,2 ]
Wu, Qingqing [3 ]
Liu, Wentao [4 ]
Li, Donglin [1 ]
Xie, Zepeng [1 ]
Li, Dong [4 ]
Zhang, Qinyu [1 ,2 ]
机构
[1] Harbin Inst Technol, Sch Elect & Informat Engn, Shenzhen 518055, Peoples R China
[2] Peng Cheng Lab PCL, 150001 AC, Shenzhen 150001, Peoples R China
[3] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
[4] Macau Univ Sci & Technol, Sch Comp Sci & Engn, Taipa, Macau, Peoples R China
关键词
UAV; localization enhanced communication; age of information; resource optimization; BANDWIDTH OPTIMIZATION; DATA-COLLECTION; ALTITUDE; BEAMWIDTH; NETWORKS; LOCATION; INTERNET; DESIGN; IOT;
D O I
10.1109/TWC.2023.3320871
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 paper, we propose a novel UAV aided ground nodes (GNs) localization and communication integrated framework, where the age of information (AoI) is introduced to evaluate the system timeliness. We aim to jointly optimize the UAV trajectory, localization accuracy, bandwidth and beamwidth, to guarantee the information freshness. Specifically, we give a two-stage method, where a low complexity initial UAV trajectory searching algorithm is firstly proposed, based on the rough position information of GNs. Afterwards, we formulate a joint UAV location and resource optimization problem. This essential mixed integer problem can be solved by efficient successive convex approximation based iterative algorithm. Simulations show that the localization and communication integrated framework can obtain about 50% performance gain compared with the UAV communication aid only solution, and over 37% performance gain via proper resource allocation. Moreover, the analysis reveals that our proposed scheme strikes a balance among the time durations of localization, data transmission and UAV movement. Additionally, we conduct practical experiments to draw valuable insights into the system design and implementations (An experimental can be found on the supplementary materials, or online at https://youtu.be/OX6Bgz6naUA).
引用
收藏
页码:4610 / 4626
页数:17
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