Title :
Set-point stabilization of nonholonomic mobile robot based on optimizing Bezier curve
Author :
Niu, Guochen ; Liu, Lili ; Chen, Hao ; Gao, Qingji
Author_Institution :
Dept. of Autom., Civil Aviation Univ. of China, Tianjin
Abstract :
The optimization algorithm of nonlinear controller based on cubic Bezier curve is presented. The nonholonomic mobile robot is stabilized to a desired pose, and the real-time planning and motion control is realized at the same time curvaturepsilas changing minimization is introduced to evaluate the Bezier curve. Using the penalty function method the problem of nonlinear constrained optimization is converted into unconstrained. Furthermore, the parameters of controller is optimized based on the improved Powell method. Simulation results is implemented on the VC++6.0 platform, and it was shown that the proposed approach is effective.
Keywords :
C++ language; control engineering computing; mobile robots; motion control; nonlinear control systems; optimisation; stability; VC++6.0 platform; cubic Bezier curve; curvature changing minimization; improved Powell method; motion control; nonholonomic mobile robot; nonlinear constrained optimization; nonlinear controller; optimizing Bezier curve; penalty function method; real-time planning; set-point stabilization; Kinematics; Mobile robots; Motion control; Motion planning; Optimization methods; Path planning; Robot control; Robotics and automation; Tracking; Wheels; Bezier curve; Improved Powell method; Nonholonomic mobile robot; Optimizing curvature;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593159