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
相关论文
共 50 条
  • [21] Deep Learning Based Localization Scheme for UAV Aided Wireless Sensor Networks
    Zhang, Hanjun
    Yan, Feng
    Li, Hao
    Ding, Kai
    Wu, Tao
    Xia, Weiwei
    Shen, Lianfeng
    2022 14TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING, WCSP, 2022, : 638 - 643
  • [22] A Distributed Scheduling Method for Networked UAV Swarm based on Computing for Communication
    Chen, Runfeng
    Li, Jie
    Chen, Yiting
    Huang, Yuchong
    2023 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2023, : 11071 - 11078
  • [23] Distributed Scheduling for Cooperative Localization Based on Information Evolution
    Wang, Tianheng
    Shen, Yuan
    Mazuelas, Santiago
    Win, Moe Z.
    2012 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2012, : 576 - 580
  • [24] Pollution Source Localization Based on Multi-UAV Cooperative Communication
    Fu, Zhangjie
    Chen, Yiming
    Ding, Yongjie
    He, Daojing
    IEEE ACCESS, 2019, 7 : 29304 - 29312
  • [25] Opportunistic Scheduling in IRS-Aided UAV Multi-User Wireless Communication Systems: Modeling and Analysis
    Choudhary, Neha
    Joshi, Sandeep
    Chaubey, Vinod Kumar
    IEEE ACCESS, 2024, 12 : 184667 - 184679
  • [26] Age-of-Information-Oriented Security Transmission Scheme for UAV-Aided IoT Networks
    Wang, Jiaxing
    Guo, Shao
    Wang, Jingjing
    Bai, Lin
    IEEE INTERNET OF THINGS JOURNAL, 2025, 12 (08): : 9570 - 9582
  • [27] Joint Air-to-Ground Scheduling in UAV-Aided Vehicular Communication: A DRL Approach With Partial Observations
    Deng, Danhao
    Wang, Chaowei
    Wang, Weidong
    IEEE COMMUNICATIONS LETTERS, 2022, 26 (07) : 1628 - 1632
  • [28] Learning-Aided UAV-Cooperation Reduces the Age-of-Information in Wireless Networks
    Chen, Binqiang
    Liu, Dong
    Zhang, Jianglong
    Hanzo, Lajos
    IEEE COMMUNICATIONS LETTERS, 2024, 28 (05) : 1053 - 1057
  • [29] UAV-Aided Source Localization in Urban Environments Based on Ray Launching Simulation
    Dai, Zhuangzhuang
    Shepherd, Peter R.
    Watson, Robert J.
    2017 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION & USNC/URSI NATIONAL RADIO SCIENCE MEETING, 2017, : 595 - 596
  • [30] Adaptive Deployment for UAV-Aided Communication Networks
    Wang, Zhe
    Duan, Lingjie
    Zhang, Rui
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (09) : 4531 - 4543