Laser and Vision-Based Obstacle Avoidance for A Semi-Autonomous ROV

Gilles Silva
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Abstract

Remotely operated vehicles (ROV) and Autonomous underwater vehicles (AUV) are increasingly being used for a large spectrum of maritime tasks for which human intervention is either dangerous or impossible. In case of complex tasks such as detailed inspection, difficult environment or even budget shortage, AUV may not be suitable. On the other hand dealing with repetitive actions or having to constantly react to obstacles may be excessively tiring for the ROV operator. In this paper we describe a low-cost Laser-based obstacle sensor which combined with the camera image allow the ROV to autonomously react without the intervention of the operator and even blocking his commands. In order for the ROV to take control, a C++ software was developed to receive ROV sensors data, process it and send commands using the same serial communications port the operator uses. All the calculations related to the Laser sensor are performed by a Matlab program whose results are shared with the former program. Tests were carried out in a swimming pool and the semi-autonomous ROV performed satisfactorily and efficiently. Copyright © VBRI Press.
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基于激光和视觉的半自主ROV避障技术
遥控航行器(ROV)和自主水下航行器(AUV)越来越多地用于各种海上任务,这些任务要么是危险的,要么是不可能的。在复杂的任务,如详细的检查,困难的环境,甚至预算不足的情况下,AUV可能不适合。另一方面,处理重复动作或必须不断对障碍物做出反应可能会使ROV操作员过度疲劳。在本文中,我们描述了一种低成本的基于激光的障碍物传感器,它结合了相机图像,使ROV能够在没有操作员干预的情况下自主反应,甚至阻止他的命令。为了实现ROV的控制,开发了一个c++软件来接收ROV传感器的数据,处理数据并使用操作员使用的相同串行通信端口发送命令。与激光传感器相关的所有计算都由Matlab程序执行,其结果与前一个程序共享。在游泳池中进行了测试,半自主ROV的性能令人满意且高效。版权所有©VBRI出版社。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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