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An optical flow-based sensing system for reactive mobile robot navigation

机译:基于光流的感应式移动机器人导航传感系统

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This work discusses the use of optical flow to generate the sensorial information a mobile robot needs to react to the presence of obstacles when navigating in a non-structured environment. A sensing system based on optical flow and time-to-collision calculation is here proposed and experimented, which accomplishes two important paradigms. The first one is that all computations are performed onboard the robot, in spite of the limited computational capability available. The second one is that the algorithms for optical flow and time-to-collision calculations are fast enough to give the mobile robot the capability of reacting to any environmental change in real-time. Results of real experiments in which the sensing system here proposed is used as the only source of sensorial data to guide a mobile robot to avoid obstacles while wandering around are presented, and the analysis of such results allows validating the proposed sensing system.
机译:这项工作讨论了如何使用光流生成移动机器人在非结构化环境中导航时需要对障碍物做出反应的感官信息。提出并实验了一种基于光流和碰撞时间计算的传感系统,该系统完成了两个重要的范例。第一个是尽管可用的计算能力有限,但是所有计算都是在机器人上执行的。第二个问题是,用于光流和碰撞时间计算的算法足够快,从而使移动机器人能够实时对任何环境变化做出反应。提出了实际实验的结果,其中将此处提出的传感系统用作唯一的感觉数据源,以指导移动机器人在四处游荡时避开障碍物,并对这些结果进行分析即可验证提出的传感系统。

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