Multi-Autonomous Underwater Vehicle Full-Coverage Path-Planning Algorithm Based on Intuitive Fuzzy Decision-Making

Author:

Zhang Xiaomeng12,Hao Xuewei12,Zhang Lichuan12ORCID,Liu Lu12ORCID,Zhang Shuo3ORCID,Ren Ranzhen12

Affiliation:

1. School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an 710072, China

2. Research & Development Institute, Northwestern Polytechnical University, Shenzhen 518057, China

3. School of Mathematics and Statistics, Northwestern Polytechnical University, Xi’an 710072, China

Abstract

Aiming at the difficulty of realizing full-coverage path planning in a multi-AUV collaborative search, a multi-AUV full-coverage path-planning algorithm based on intuitionistic fuzzy decision-making is proposed. First, the state space model of the search environment was constructed using the raster method to provide accurate environment change data for the AUV. Second, the full-coverage path-planning algorithm for the multi-AUV collaborative search was constructed using intuition-based fuzzy decision-making, and more uncertain underwater information was modeled using the intuition-based fuzzy decision algorithm. A priority strategy was used to avoid obstacles in the search area. Finally, the simulation experiment verified the proposed algorithm. The results demonstrate that the proposed algorithm can effectively realize full-coverage path planning of the search area, and the priority strategy can effectively reduce the generation of repeated paths.

Funder

the National Natural Science Foundation of China

Publisher

MDPI AG

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Autonomous Underwater Vehicle Path Planning Based on Improved Salp Swarm Algorithm;Journal of Marine Science and Engineering;2024-08-21

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