Energy-Efficient Multiple Autonomous Underwater Vehicle Path Planning Scheme in Underwater Sensor Networks

被引:12
|
作者
Cui, Yangfan [1 ]
Zhu, Peibin [1 ]
Lei, Guowei [2 ]
Chen, Peng [1 ]
Yang, Guangsong [1 ]
机构
[1] Jimei Univ, Sch Ocean Informat Engn, Xiamen 361021, Peoples R China
[2] Jimei Univ, Coll Sci, Xiamen 361021, Peoples R China
关键词
energy balancing; UWSN; multiple AUVs; optimization algorithm; ROUTING PROTOCOLS; DATA-COLLECTION; ALGORITHM; TRACKING;
D O I
10.3390/electronics12153321
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The issue of limited energy resources is crucial for underwater wireless sensor networks (UWSNs) because these networks operate in remote and harsh environments where access to power sources is limited. Overcoming the energy constraints is necessary to ensure the long-term functionality and sustainability of UWSN, enabling continuous data collection and communication for various applications such as environmental monitoring and surveillance. To solve the problems of limited energy and the difficulty of battery replacement in UWSN, a path planning and energy-saving scheme for charging underwater sensor nodes using AUVs (autonomous underwater vehicles) is proposed. Applying multiple AUVs to charge the sensing network nodes will maximize the size of the underwater sensing network as well as meet the transmission reliability, and the optimal path of AUVs is solved by using a genetic algorithm. Simulation results show that the AUV path planning scheme convergence is faster than that of conventional algorithms, and the lifetime of UWSN is prolonged while energy balancing according to the network size and node density. In high-density networks, the average energy consumption generated by AUVs for exploration is reduced by 15 percent for each additional AUV with our path planning.
引用
收藏
页数:15
相关论文
共 50 条
  • [31] Energy-Efficient Data Collection Scheme Based on Value of Information in Underwater Acoustic Sensor Networks
    Liu, Zhixin
    Liang, Ziqiang
    Yuan, Yazhou
    Chan, Kit Yan
    Guan, Xinping
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (10): : 18255 - 18265
  • [32] A new node coordination scheme for data gathering in underwater acoustic sensor networks using autonomous underwater vehicle
    Su, Ruoyu
    Venkatesan, R.
    Li, Cheng
    2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2013, : 4370 - 4374
  • [33] PATH PLANNING FOR AN AUTONOMOUS UNDERWATER VEHICLE IN A CLUTTERED UNDERWATER ENVIRONMENT BASED ON THE HEAT METHOD
    Sun, Kaiyue
    Liu, Xiangyang
    INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE, 2021, 31 (02) : 289 - 301
  • [34] An Efficient Framework for Autonomous Underwater Vehicle Extended Sensor Networks for Pipeline Monitoring
    Jawhar, Imad
    Mohamed, Nader
    Al-Jaroodi, Jameela
    Zhang, Sheng
    2013 IEEE INTERNATIONAL SYMPOSIUM ON ROBOTIC AND SENSORS ENVIRONMENTS (ROSE 2013), 2013,
  • [35] Research Progress of Path Planning Methods for Autonomous Underwater Vehicle
    Guo, Yinjing
    Liu, Hui
    Fan, Xiaojing
    Lyu, Wenhong
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021 (2021)
  • [36] Integrated Autonomous Underwater Vehicle Path Planning and Collision Avoidance
    Danielis, Peter
    Brekenfelder, Willi
    Parzyjegla, Helge
    Ghoghar, Pranavkumar
    Stube, Paul
    Torres, Frank Sill
    TRANSACTIONS ON MARITIME SCIENCE-TOMS, 2024, 13 (01):
  • [37] Path Planning of Autonomous Underwater Vehicle for Optimal Acoustic Tomography
    Zhang, Ming
    Xu, Yuanxin
    Xu, Wen
    2013 OCEANS - SAN DIEGO, 2013,
  • [38] A quick algorithm for planning a path for a biomimetic autonomous underwater vehicle
    Praczyk, Tomasz
    SCIENTIFIC JOURNALS OF THE MARITIME UNIVERSITY OF SZCZECIN-ZESZYTY NAUKOWE AKADEMII MORSKIEJ W SZCZECINIE, 2016, 45 (117): : 23 - 28
  • [39] Dynamic Modeling and Path Planning of a Hybrid Autonomous Underwater Vehicle
    Wehbe, Bilal
    Shammas, Elie
    Zeaiter, Joseph
    Asmar, Daniel
    2014 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS IEEE-ROBIO 2014, 2014, : 729 - 734
  • [40] 3-Dimensional Path Planning for Autonomous Underwater Vehicle
    Wang, Yiheng
    Zheng, Yahong Rosa
    OCEANS 2018 MTS/IEEE CHARLESTON, 2018,