Title :
Minimum-time task assignment algorithm for multiple-vehicle systems
Author :
Pamosoaji, A.K. ; Hong, G.-Y. ; Widyotriatmo, A. ; Hong, Keum-Shik
Author_Institution :
Sch. of Mech. Eng., Pusan Nat. Univ., Busan, South Korea
Abstract :
An algorithm to generate minimum-time paths and trajectories multiple-vehicle systems is presented. The algorithm is used to solve the problem of planning paths and trajectories of all the vehicles such that the longest traversing time among them is minimized. The generated paths and trajectories are collision-free. We utilize 3-degree Bezier curves as the basic forms of the paths. We consider linear velocity and tangential and radial accelerations to figure out the trajectories of each vehicle. A Particle Swarm Optimization (PSO) technique is utilized to figure out the Bezier path with minimum traversing time. The algorithm is utilized in a simplified scenario of task-assignment problem, that is, a goal achievement problem given the goal configurations to achieve by all vehicles. Simulation results that show the trajectories of all the vehicles that is presented.
Keywords :
collision avoidance; computational geometry; mobile robots; multi-robot systems; particle swarm optimisation; 3-degree Bezier curves; minimum-time path generation; minimum-time task assignment algorithm; particle swarm optimization technique; path planning; trajectories multiple-vehicle systems; Acceleration; Mobile robots; Particle swarm optimization; Robot kinematics; Trajectory; Vehicles; minimum-time task assignment; multiple-vehicle systems; path and trajectory planning;
Conference_Titel :
Control Conference (ASCC), 2011 8th Asian
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-61284-487-9
Electronic_ISBN :
978-89-956056-4-6