Different Nature-Inspired Techniques Applied for Motion Planning of Wheeled Robot: A Critical Review

A. Kashyap, A. Pandey
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引用次数: 22

Abstract

Motion planning is one of the most important parts when we design any wheeled or walking robots. The meaning of motion planning is to plan a path from start point to goal point between obstacles in any working environment. Many techniques have applied by researchers from last two-three decades for wheeled robot motion planning. This article presents a critical review on motion planning of wheeled robot by using different nature-inspired techniques like evolutionary algorithm and swarm-based optimization algorithm.
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不同自然启发技术在轮式机器人运动规划中的应用综述
运动规划是设计轮式或步行机器人时最重要的部分之一。运动规划的意义是在任何工作环境中,在障碍物之间规划一条从起点到目标点的路径。在过去的二三十年里,研究者们应用了许多技术来进行轮式机器人的运动规划。本文对轮式机器人的运动规划问题进行了综述,采用了进化算法和基于群体的优化算法等不同的自然启发技术。
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