Title :
The Nonholonomic Motion Planning and Control of the Unicycle Mobile Robot
Author :
Zhiyong, Jin ; Qizhi, Zhang
Author_Institution :
Dept. of Comput. Sci. & Autom., Beijing Inst. of Machinery
Abstract :
The nonholonomic motion planning and control of a unicycle robot was studied and a new algorithm was proposed. The problem of optimal control in infinite dimension space was converted to the problem in finite dimension space by parameterizing the controller. The control space was divided into the first subspace with holonomic constraint and the second subspace with nonholonomic constraint. Then the problem in the whole control space was transformed into the problem in the second subspace. Particle swarm optimization was used to design the nonholomic motion planning algorithm of the unicycle. Computer simulations were carried out to compare the results with the results of Newton algorithm and modified Newton algorithm. The model of the system was quoted and the control simulation was given. The results show that the proposed algorithm is feasible and generates the route with less energy
Keywords :
mobile robots; motion control; optimal control; particle swarm optimisation; path planning; motion control; nonholonomic motion planning; optimal control; particle swarm optimization; unicycle mobile robot; Algorithm design and analysis; Computational modeling; Computer simulation; Mobile robots; Motion control; Motion planning; Optimal control; Orbital robotics; Particle swarm optimization; Subspace constraints; Nonholonomic constraint; motion planning; particle swarm algorithm;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713011