A Comparison of Fuzzy Logic Controller and PID Controller for Differential Drive Wall-Following Mobile Robot

R. Ratnayake, T. S. D. Silva, C. J. Rodrigo
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引用次数: 4

Abstract

This paper presents a comparison between PID controller and Fuzzy rule based controller of a differentially steered wall following mobile robot. Four different maps, generated using Mapper3 software are used to simulate the robot in MobileSim platform. The code was implemented using C++ language in ARIA development package. The robot simulation is performed with Pioneer P3-DX robot. In this study, the data was collected for each cases such as: left wall following and right wall following. In order to validate the results, maximum of 40 runs were conducted for each map and the results were compared with the illustrated methods.
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差动驱动走墙移动机器人模糊控制器与PID控制器的比较
介绍了一种差动墙跟随移动机器人的PID控制器与模糊规则控制器的比较。利用Mapper3软件生成的四种不同的地图,在MobileSim平台上对机器人进行仿真。代码在ARIA开发包中使用c++语言实现。机器人仿真采用先锋P3-DX机器人进行。在本研究中,收集了每个病例的数据,如:左墙跟随和右墙跟随。为了验证结果,每张图最多进行了40次运行,并将结果与所示方法进行了比较。
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