基于单超声波测距传感器的移动探测机器人避障研究

K. Sonali, H. Dharmesh, M. Nishant
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引用次数: 19

摘要

本文研究了一种低成本的移动机器人避障方案,该方案仅使用一个超声波传感器。它允许机器人在未知环境中平稳导航,避免碰撞,而不必在障碍物前停下来。避障过程由三个不同的阶段组成:映射算法、核心避障算法和转向算法。映射算法获取原始超声波传感器读数并对其进行处理,以从广角超声波传感器创建更高分辨率的地图。避障算法基于势场理论,该理论认为机器人是一个被周围所有障碍物排斥的测试电荷,并沿着作用在其上的力的合力方向移动。讨论了一种基于差动驱动系统的移动机器人转向算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Obstacle avoidance for a mobile exploration robot using a single ultrasonic range sensor
This paper deals with a low cost solution to obstacle avoidance for a mobile robot using just a single ultrasonic sensor. It allows the robot to navigate smoothly in an unknown environment, avoiding collisions, without having to stop in front of obstacles. The obstacle avoidance process is made up of three distinct stages — the mapping algorithm, the core obstacle avoidance algorithm, and the steering algorithm. The mapping algorithm takes the raw ultrasonic sensor readings and processes them to create higher resolution maps from the wide-angle ultrasonic sensor. The obstacle avoidance algorithm is based on the potential field theory which considers the robot to be a test charge that is repelled by all the obstacles around it, and which moves in the direction of the resultant of the forces acting on it. An algorithm which steers a mobile robot based on the differential drive system is also discussed.
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