面向环路上的人类的自主潜水器远程操作控制:需求、分析和解决方案

Jing Yan, Tianming Gao, Xian Yang, Cailian Chen, Xinping Guan
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引用次数: 2

摘要

自动潜航器(AUV)一直被认为是一种可快速部署的工具,用于现场感知和监测海洋活动。然而,由于海洋环境恶劣,完全自主地完成复杂的海洋任务仍然遥不可及。在这种情况下,人类操作员可以通过为闭环控制系统提供经验和智能来弥补这一不足。针对水下抓取任务,本文开发了一种面向人在环上(HOTL)的水下远程操作系统,主要包括一个自动潜航器、一个水面浮标、一名人类操作员和一个通信网络。通过声学和 Wi-Fi 通信,水面浮标在人类操作员和 AUV 之间起着通信枢纽的作用。然后,设计了一种基于学习的远程操作控制策略,以实现自动潜航器的抓取任务。现场测试验证了我们开发的水下遥控系统的有效性。然而,水下遥控系统的理论框架仍处于构建阶段,相关研究还存在许多亟待解决的问题。为此,我们讨论并提供了在更复杂的海洋环境中实施的未来方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Teleoperation Control of Autonomous Underwater Vehicle Toward Human on the Loop: Needs, Analyses, and Solutions
The autonomous underwater vehicle (AUV) has been regarded as a rapidly deployable tool for in situ sensing and monitoring of marine activities. However, because of the harsh marine environment, full autonomy to fulfill complex marine tasks is still unreachable. In this context, a human operator can make up this deficiency by bringing his or her experience and intelligence to the closed-loop control system. For an underwater grasping task, this article develops an underwater teleoperation system toward human on the loop (HOTL), which mainly includes an AUV, a surface buoy, a human operator, and a communication network. With acoustic and Wi-Fi communications, the surface buoy plays the role of communication hub between the human operator and the AUV. Then, a learning-based teleoperation control strategy is designed to achieve the grasping task for the AUV. Field tests are presented to verify the effectiveness of our developed underwater teleoperation system. Nevertheless, the theoretical framework of the underwater teleoperation system is still in the construction phase, and the related research suffers from many urgent problems. For that reason, we discuss and provide future directions for implementation in the more complex marine environment.
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