A Survey of Autonomous Underwater Vehicle Formation: Performance, Formation Control, and Communication Capability

计算机科学 水下 介入式水下机器人 控制(管理) 系统工程 领域(数学) 遥控水下航行器 水声通信 光学(聚焦) 工程类 人工智能 移动机器人 地质学 物理 光学 海洋学 机器人 纯数学 数学
作者
Yue Yang,Yang Xiao,Tieshan Li
出处
期刊:IEEE Communications Surveys and Tutorials [Institute of Electrical and Electronics Engineers]
卷期号:23 (2): 815-841 被引量:240
标识
DOI:10.1109/comst.2021.3059998
摘要

Autonomous underwater vehicles (AUVs) are submersible underwater vehicles controlled by onboard computers. AUV formation is a cooperative control which focuses on controlling multiple AUVs to move in a group while executing tasks. In contrast to a single AUV, multi-AUV formation represents higher efficiency and better stability for many applications, such as oil and gas industries, hydrographic surveys, and military missions, etc. To achieve better formation, there are several key factors, including AUV performance, formation control, and communication capability. However, most studies in the field of AUV formation mainly focus on formation control methods. We observe that the research of communication capability and AUV performance of multiple AUV formation is still in an early stage. It is beneficial to researchers to present a comprehensive survey of the state of the art of AUV formation research and development. In this paper, we study AUV, formation control, and underwater acoustic communication capability in detail. We propose a classification framework with three dimensions, including AUV performance, formation control, and communication capability. This framework provides a comprehensive classification method for future AUV formation research. It also can be used to compare different methods and help engineers choose suitable formation methods for various applications. Moreover, our survey discusses formation architecture with communication constraints and we identify some common misconceptions and questionable research for formation control related to communication.

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