Title :
A new motion planning approach for the mobile robot
Author :
Xu, Xinying ; Xie, Jun ; Xie, Gang ; Xie, Keming
Author_Institution :
Coll. of Inf. Eng., Taiyuan Univ. of Technol., Taiyuan
Abstract :
In this paper, we design a new motion planning approach for the mobile robot, which is based on an artificial immune evolution algorithm. Based on the nonholonomic constraint, the motion-planning problem of the mobile robot is transformed into an optimal control problem of the nonlinear system. Building the antibody coding and affinity function, the algorithm is described in detail and the simulation experiment is carried out. The experimental results indicate that the algorithm is effective and feasible applying to the optimal nonholonomic motion-planning problem of the mobile robot.
Keywords :
artificial immune systems; evolutionary computation; mobile robots; nonlinear control systems; optimal control; path planning; affinity function; antibody coding; artificial immune evolution algorithm; mobile robot; motion planning; nonholonomic constraint; nonlinear system; optimal control; Artificial immune systems; Control systems; Mobile robots; Motion planning; Motion-planning; Nonlinear control systems; Nonlinear systems; Optimal control; Technology planning; Wheels; immune evolution algorithm; mobile robot; motion planning;
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.2008.4592792