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A Survey on Path Planning Algorithms for Mobile Robots

机译:移动机器人路径规划算法研究

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摘要

The use of mobile robots is growing every day. Path planning algorithms are needed to allow the coordination of several robots, and make them travel with the least cost and without collisions. With this emerged the interest in studying some path planning algorithms, in order to better understand the operation of each one when applied in this type of robots. The objective of this paper is to present a state of the art survey of some algorithms of path planning for mobile robots. A brief introduction on mobile robots and trajectory planning algorithms is made. After, the basis of each algorithm is explained, their relative advantages and disadvantages are presented and are mentioned areas of application for each of them. This study was developed in order to implement some of these algorithms in the near future, with the objective to find out their relative advantages and disadvantages, and in which situations their implementation is more adequate.
机译:移动机器人的使用每天都在增长。需要使用路径规划算法来协调多个机器人,并使它们以最低的成本行驶且不会发生碰撞。随之而来的是研究一些路径规划算法的兴趣,以便更好地理解每种机器人在此类机器人中的操作。本文的目的是介绍一些有关移动机器人路径规划算法的最新技术。简要介绍了移动机器人和轨迹规划算法。之后,解释了每种算法的基础,介绍了它们的相对优缺点,并提到了每种算法的应用领域。开展这项研究是为了在不久的将来实现其中一些算法,目的是找出它们的相对优势和劣势,以及在哪种情况下其实现更为合适。

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