基于模糊控制器的移动机器人避障路径规划导航

A. Pandey, R. Sonkar, K. K. Pandey, D. Parhi
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引用次数: 82

摘要

自主移动机器人被广泛应用于制造、采矿、军事、交通运输、搜索和保护任务等多个领域。在导航系统中,需要对移动机器人在周围环境中的位置进行定位。为了在多种不同形状障碍物的环境下高效避障并达到目标,通过定义或建立输入变量、输出变量、模糊逻辑隶属函数、模糊逻辑规则库“If-Then”模糊推理系统规则和去模糊化方法,设计了一种模糊逻辑控制器,使移动机器人根据障碍物位置改善运动。然后,它必须规划一条通往预期目标的道路。移动机器人的导航系统必须识别所有潜在的障碍物,以寻找无碰撞的路径。通过改变移动机器人的方向角度,可以实现避障和到达目的地。为了使移动机器人在其所处的环境中运动,采用了基本路径规划策略。移动机器人在其工作环境中进行导航时,能够避开障碍物并寻找目标。本文对自主移动机器人的路径规划技术进行了仿真研究。图中显示了移动机器人在四个障碍物下的仿真。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Path planning navigation of mobile robot with obstacles avoidance using fuzzy logic controller
Autonomous mobile robots are used in several application areas including manufacturing, mining, military, and transportation, search and protect missions, etc. For the navigation system it is necessary to locate the position of the mobile robot in surrounding environment. For avoiding obstacles efficiently and to reach the target under many different shapes of obstacle in environment, a fuzzy logic controller has been designed to improve the movement of mobile robot according to obstacles positions by defining or establishing input variables, output variables, fuzzy logic membership functions, fuzzy logic rule base `If-Then' fuzzy inference system rules and defuzzification method. Then it has to plan a path towards desired goal. The navigation system of a mobile robot has to identify all potential obstacles in order to search for a collision free path. Obstacles avoidance and destination point can be achieved by changing the direction angle of the mobile robot. To make the mobile robot move in its environment, the basic path planning strategies have been used. While the mobile robot is navigating in its workspace environment, it avoids obstacles and look for the target. In this paper the simulation of path planning technique for an autonomous mobile robot is presented. The figure shows simulation of the mobile robot with four obstacles.
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