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Line follower simulator with fuzzy control

机译:带模糊控制的线路跟随器模拟器

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摘要

A Matlab program to simulate the Line Following Robot was developed as a didactic tool to learn the theory of fuzzy control. The Simulink environment is used to model the dynamics of mobile and the fuzzy controller, and a Script is used to model the line form and the deviation of the mobile from the line. The Simulator allows evaluating the performance of Proportional-Derivative (PD) Fuzzy Control by tuning the parameters of the controller and the speed of mobile. The PD Fuzzy Control shows a little better performance compared with a Proportional Derivative control. Each wheel of the mobile is modeled as a first order dynamic system. The parameters of mobile as the distance between wheels, the position of the sensor can be modified easily.
机译:MATLAB程序模拟机器人的线路被开发为教学工具,以了解模糊控制理论。 Simulink环境用于模拟移动和模糊控制器的动态,并且脚本用于模拟来自线路的线路形式和移动偏差。模拟器允许通过调整控制器的参数和移动速度来评估比例衍生物(PD)模糊控制的性能。与比例衍生物控制相比,PD模糊控制显示出稍好的性能。移动的每个车轮被建模为一阶动态系统。移动作为轮子之间的距离的移动参数,可以容易地修改传感器的位置。

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