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
  • [21] Multi-UAV Data Collection Framework for Wireless Sensor Networks
    Alfattani, Safwan
    Jaafar, Wael
    Yanikomeroglu, Halim
    Yongacoglu, Abbas
    2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019,
  • [22] Data Collection Maximization for UAV-Enabled Wireless Sensor Networks
    Chen, Mengyu
    Liang, Weifa
    Li, Yuchen
    2020 29TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2020), 2020,
  • [23] Effects of UAV Mobility Patterns on Data Collection in Wireless Sensor Networks
    Rashed, Sarmad
    Soyturk, Mujdat
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION, NETWORKS AND SATELLITE (COMNESTAT), 2015, : 74 - 79
  • [24] Towards Perpetual Wireless Rechargeable Sensor Networks with Path Optimization of Mobile Chargers
    Binita Kumari
    Ajay Kumar Yadav
    Rakesh Ranjan Kumar
    SN Computer Science, 5 (8)
  • [25] A Vehicle-Aided Data Collection Scheme for Wireless Rechargeable Sensor Networks
    Kumar, Rohit
    Mukherjee, Joy Chandra
    2021 INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS & NETWORKS (COMSNETS), 2021, : 216 - 219
  • [26] A Joint Energy Replenishment and Data Collection Algorithm in Wireless Rechargeable Sensor Networks
    Han, Guangjie
    Yang, Xuan
    Liu, Li
    Zhang, Wenbo
    IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (04): : 2596 - 2604
  • [27] Maximum Data Collection Rate in Rechargeable Wireless Sensor Networks with Multiple Sinks
    GAO Demin
    LIN Haifeng
    LIU Yunfei
    WU Guoxin
    中国通信, 2016, 13 (02) : 95 - 108
  • [28] Maximum Data Collection Rate in Rechargeable Wireless Sensor Networks with Multiple Sinks
    Gao Demin
    Lin Haifeng
    Liu Yunfei
    Wu Guoxin
    CHINA COMMUNICATIONS, 2016, 13 (02) : 95 - 108
  • [29] A Novel Data Collection Method with Recharge Plan for Rechargeable Wireless Sensor Networks
    Chen, Chi-Chang
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2018,
  • [30] Maximum Data Collection Rate in Rechargeable Wireless Sensor Networks with Multiple Sinks
    GAO Demin
    LIN Haifeng
    LIU Yunfei
    WU Guoxin
    China Communications, 2016, (02) : 95 - 108