Delay dependent stability in the real time control of a mobile robot using neural networks

被引：0
|
作者：
Chaitanya, V. Sree Krishna [1 ]
Patro, P. Dwarikanath [2 ]
Sarkar, Prabir Kumar [1 ]
机构：
[1] Indian Sch Mines, Dept Mech Engn, Dhanbad 826004, Bihar, India
[2] Indian Sch Mines, Dept Elect & Instrumentat Engn, Dhanbad 826004, Bihar, India
来源：
2007 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION | 2007年
关键词：
D O I：
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中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper a nonholonomic mobile robot with completely unknown dynamics is considered. An efficient single layered neural network controller is assumed for the real time path tracking control of the mobile robot. The controller takes advantage of the robot regressor dynamics that express the highly nonlinear robot dynamics in a linear form in terms of the known and unknown robot dynamic parameters. The influence of time delays in the input control torque on the stability of the mobile robot motion has been studied. The present work enables to estimate the maximum admissible time delay in the input control torque with out the loss of stability in robot motion and guaranteed tracking performance.
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页码：41 / +
页数：3
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