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模糊PID控制在轮式机器人直立系统中的应用

李贤喆 江兵 王强 李轩恺

计算机技术与发展2016,Vol.26Issue(9):171-174,4.
计算机技术与发展2016,Vol.26Issue(9):171-174,4.DOI:10.3969/j.issn.1673-629X.2016.09.038

模糊PID控制在轮式机器人直立系统中的应用

Application of Fuzzy PID Control in Upright Wheeled Robot System

李贤喆 1江兵 1王强 1李轩恺1

作者信息

  • 1. 南京邮电大学 自动化学院,江苏 南京 210023
  • 折叠

摘要

Abstract

Erect wheeled robot which has simple structure,strong controllability,low cost,fast speed,flexible control and other characteris-tics,is widely used in mobile robot needing a predetermined path. According to wheeled robot modeling,the control algorithm of robot’ s wheel acceleration in upright condition is obtained,and the membership relations of the fuzzy self-tuning PID controller and fuzzy rule table is designed. Comparison with Simulink simulation indicates that the fuzzy PID self-tuning algorithm is superior to the conventional PID algorithm. The two algorithms are used in the process of the robot vertical control,measuring the output curve of z axis under condi-tion of vertical angular acceleration magnified 1 000 times,calculated that the variance shrinks by 73. 4%,range shrinks by 67. 5%,and comprehensive performance improves three times after a blurring. It verifies that upright control effect is better than conventional PID after the fuzzy self-tuning.

关键词

模糊控制/轮式机器人/直立控制/Simulink仿真/PID

Key words

fuzzy control/wheeled robot/vertical control/Simulink simulation/PID

分类

信息技术与安全科学

引用本文复制引用

李贤喆,江兵,王强,李轩恺..模糊PID控制在轮式机器人直立系统中的应用[J].计算机技术与发展,2016,26(9):171-174,4.

基金项目

国家自然科学基金资助项目(11202107) (11202107)

国家创新训练计划(SZDG2014013) (SZDG2014013)

计算机技术与发展

OACSTPCD

1673-629X

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