Modular Swarm UAV-aided Data Collection for WSNs relying on Cooperative Communication and Path Planning

被引:2
作者
Yuan, Ziwei [1 ,2 ]
Yang, Yanping [1 ]
Ying, Pei [1 ]
Jiao, Jun [1 ]
Ma, Xiaoping [1 ]
机构
[1] Chinese Acad Sci, Inst Engn Thermophys, Beijing, Peoples R China
[2] Univ Chinese Acad Sci, Beijing, Peoples R China
来源
2021 IEEE INTERNATIONAL CONFERENCE ON COMPUTING (ICOCO) | 2021年
基金
中国国家自然科学基金;
关键词
Modular swarm UAV; wireless sensor networks; cooperative path planning; clustering algorithm;
D O I
10.1109/ICOCO53166.2021.9673496
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Using Swarm UAVs to collect feedback information from sensor nodes can greatly improve the coverage rate and energy efficiency of Wireless Sensor Networks (WSNs), especially for environmental monitoring in inaccessible areas. Based on a modular swarm UAV platform and randomly distributed sensor network, this paper devotes to design a clustering algorithm which considers the distance constraints of sensor communication. Then, relying on the cluster results, we propose an Ant Colony Optimization (ACO)-based cooperative path planning for modular UAVs, with multiple constraints brought by characters of separate/recombine modes. Simulation results indicate that the proposed clustering algorithm and cooperative path planning is capable of effectively realizing the adaptive clustering and improving the total information collected by the UAV-aided WSNs.
引用
收藏
页码:282 / 286
页数:5
相关论文
共 11 条
  • [1] A survey on clustering algorithms for wireless sensor networks
    Boyinbode, Olutayo
    Le, Hanh
    Takizawa, Makoto
    [J]. INTERNATIONAL JOURNAL OF SPACE-BASED AND SITUATED COMPUTING, 2011, 1 (1-3) : 130 - 136
  • [2] Le DV, 2014, INT CONF UBIQ FUTUR, P522, DOI 10.1109/ICUFN.2014.6876849
  • [3] Ma JX, 2018, INT WIREL COMMUN, P334, DOI 10.1109/IWCMC.2018.8450272
  • [4] Mo LF, 2009, SENSYS 09: PROCEEDINGS OF THE 7TH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, P99
  • [5] An Ant Colony Optimization Method for Prize-collecting Traveling Salesman Problem with Time Windows
    Shi, Xiaohu
    Wang, Liupu
    Zhou, You
    Liang, Yanchun
    [J]. ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 7, PROCEEDINGS, 2008, : 480 - 484
  • [6] A Mobile Data Gathering Framework for Wireless Rechargeable Sensor Networks with Vehicle Movement Costs and Capacity Constraints
    Wang, Cong
    Li, Ji
    Ye, Fan
    Yang, Yuanyuan
    [J]. IEEE TRANSACTIONS ON COMPUTERS, 2016, 65 (08) : 2411 - 2427
  • [7] Mission-oriented cooperative 3D path planning for modular solar-powered aircraft with energy optimization
    Wang, Xiangyu
    Yang, Yanping
    Wang, Dong
    Zhang, Zijian
    [J]. CHINESE JOURNAL OF AERONAUTICS, 2022, 35 (01) : 98 - 109
  • [8] Yang Y., 2020, FLIGHT DYNAMICS, V39, P1
  • [9] Channel-Aware Potential Field Trajectory Planning for Solar-Powered Relay UAV in Near-Space
    Yuan, Ziwei
    Yang, Yanping
    Hu, Yanpeng
    Ma, Xiaoping
    [J]. IEEE ACCESS, 2020, 8 : 143950 - 143961
  • [10] Energy-Efficient UAV Communication With Trajectory Optimization
    Zeng, Yong
    Zhang, Rui
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (06) : 3747 - 3760