The Optimizing Design of Wheeled Robot Tracking System by PID Control Algorithm Based On BP Neural Network

被引:0
作者
Ma, Lichao [1 ]
Yao, Yunping [1 ]
Wang, Meng [1 ]
机构
[1] Lanzhou Univ Technol, Lanzhou, Peoples R China
来源
2016 2ND INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS - COMPUTING TECHNOLOGY, INTELLIGENT TECHNOLOGY, INDUSTRIAL INFORMATION INTEGRATION (ICIICII) | 2016年
关键词
fuzzy control; BP neural network; PID control; Wheeled robot;
D O I
10.1109/ICIICII.2016.15
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The tracking system of robot was optimized by using the fuzzy BP neural network PID control algorithm in this paper, which was based on the traditional PID control algorithm. The control algorithm combines the functions of fuzzy control, the neural network control and the traditional PID control algorithm, which resulted The PID control has the ability of logical reasoning and computing. The system collects the scheduled route information through the sensor module and altogether with the actual output of the system constitute the excitation signal of the neural network. The MATLAB software is used to simulate the system in this paper, compared with the result of the simulation of traditional PID control algorithm. The result shows that optimize design of wheeled robot tracking system with PID control algorithm based on BP neural network has better adaptive ability and self-learning ability and the improvement of the stability of wheeled robot tracking system.
引用
收藏
页码:34 / 39
页数:6
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