Path planning and obstacle avoidance for AUV: A review

运动规划 避障 障碍物 路径(计算) 计算机科学 避碰 领域(数学) 运筹学 系统工程 工作(物理) 工业工程 移动机器人 工程类 机器人 人工智能 计算机安全 地理 数学 机械工程 碰撞 考古 程序设计语言 纯数学
作者
Chunxi Cheng,Qixin Sha,Bo He,Guangliang Li
出处
期刊:Ocean Engineering [Elsevier BV]
卷期号:235: 109355-109355 被引量:220
标识
DOI:10.1016/j.oceaneng.2021.109355
摘要

Autonomous underwater vehicle plays a more and more important role in the exploration of marine resources. Path planning and obstacle avoidance is the core technology to realize the autonomy of AUV, which will determine the application prospect of AUV. This paper mainly describes the state-of-the-art methods of path planning and obstacle avoidance for AUV and aims to become a starting point for researchers who are initiating their endeavors in this field. Moreover, the objective of this paper is to give a comprehensive overview of work on recent advances and new breakthroughs, also to discuss some future directions worthy to research in this area. The focus of this article is put on these path planning algorithms that deal with constraints and characteristics of AUV and the influence of marine environments. Since most of the time AUV will operate in the environments full of obstacles, we divide path planning methods of AUV into two categories: global path planning with known static obstacles, and local path planning with unknown and dynamic obstacles. We describe the basic principles of each method and survey most related work to them. An in-depth discussion and comparisons between different path planning algorithms are also provided. Lastly, we propose some potential future research directions that are worthy to investigate in this field.
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