Flying Path Optimization of Rechargeable UAV for Data Collection in Wireless Sensor Networks

被引:0
|
作者
Zhu, Yuchao [1 ]
Wang, Shaowei [1 ]
机构
[1] Nanjing Univ, Sch Elect Sci & Engn, Nanjing 210023, Peoples R China
基金
中国国家自然科学基金;
关键词
Autonomous aerial vehicles; Wireless sensor networks; Batteries; Sensors; Data collection; Task analysis; Heuristic algorithms; Sensor networks; data collection; path planning; unmanned aerial vehicle (UAV); wireless sensor network;
D O I
10.1109/LSENS.2023.3237634
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 study a novel framework to realize efficient data collection from wireless sensor networks, where an unmanned aerial vehicle (UAV) is dispatched to collect the aggregated data from cluster heads and an unmanned ground vehicle carrying backup batteries moves along with the UAV to compensate for the shortage of UAV energy. Our optimization task is to minimize the mission time of a complete round of data collection, which is formulated as a coordinated traveling salesman problem with battery constraints and is solved by a heuristic path planning algorithm. Numerical results show that our proposal outperforms compared methods under appropriate configuration.
引用
收藏
页数:4
相关论文
共 50 条
  • [41] Flight Time Minimization of UAV for Data Collection Over Wireless Sensor Networks
    Gong, Jie
    Chang, Tsung-Hui
    Shen, Chao
    Chen, Xiang
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2018, 36 (09) : 1942 - 1954
  • [42] UAV-Aided Data Collection for Information Freshness in Wireless Sensor Networks
    Liu, Juan
    Tong, Peng
    Wang, Xijun
    Bai, Bo
    Dai, Huaiyu
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (04) : 2368 - 2382
  • [43] UAV-Assisted Data Collection in Wireless Sensor Networks: A Comprehensive Survey
    Nguyen, Minh T.
    Nguyen, Cuong, V
    Do, Hai T.
    Hua, Hoang T.
    Tran, Thang A.
    Nguyen, An D.
    Ala, Guido
    Viola, Fabio
    ELECTRONICS, 2021, 10 (21)
  • [44] Analyzing the Effects of UAV Mobility Patterns on Data Collection in Wireless Sensor Networks
    Rashed, Sarmad
    Soyturk, Mujdat
    SENSORS, 2017, 17 (02)
  • [45] An Energy-balanced Data Collection Framework with Wireless Charging for Rechargeable Sensor Networks
    Liu, Fang
    Lu, Hang
    Yu, Cuiping
    Liu, Yuanan
    2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2019,
  • [46] The Combined Strategy of Energy Replenishment and Data Collection in Heterogenous Wireless Rechargeable Sensor Networks
    Chen, Yaqian
    Jiao, Wanguo
    Yu, Wenrui
    IEEE SYSTEMS JOURNAL, 2023, 17 (03): : 4267 - 4278
  • [47] Energy Efficient Data Collection and Directional Wireless Power Transfer in Rechargeable Sensor Networks
    Duan, Zhigang
    Tao, Lei
    Zhang, Xinming
    IEEE ACCESS, 2019, 7 : 178466 - 178475
  • [48] A Joint Energy Replenishment and Data Collection Strategy in Heterogeneous Wireless Rechargeable Sensor Networks
    Tian, Mengqiu
    Jiao, Wanguo
    Chen, Yaqian
    SENSORS, 2021, 21 (09)
  • [49] Wireless Charger Deployment Optimization for Wireless Rechargeable Sensor Networks
    Liao, Ji-Hau
    Jiang, Jehn-Ruey
    2014 7TH INTERNATIONAL CONFERENCE ON UBI-MEDIA COMPUTING AND WORKSHOPS (UMEDIA), 2014, : 160 - 164
  • [50] Method of Data Collection in Wireless Sensor Networks Using Flying Ad Hoc Network
    Tkachov, Vitalii
    Tokariev, Volodymyr
    Dukh, Yana
    Volotka, Vadym
    2018 INTERNATIONAL SCIENTIFIC-PRACTICAL CONFERENCE: PROBLEMS OF INFOCOMMUNICATIONS SCIENCE AND TECHNOLOGY (PIC S&T), 2018, : 197 - 201