Title :
Motion planning of multiple mobile robots with formation requirement
Author :
Liu, Shuang ; Sun, Dong ; Zhu, Changan
Author_Institution :
Control & Mechatron. Group, Univ. of Hong Kong, Suzhou, China
Abstract :
This paper presents a motion planning approach to coordinating multiple mobile robots in moving along the designed paths. The robots are required to fulfill the formation requirement during the motions subject to the constraints of velocity/acceleration bounds and mutual collision avoidance. The coordination is achieved by properly planning robots´ velocities along the paths, which is modeled as a velocity optimization problem. An objective function to minimize the formation errors is established. A solution to achieve this objective function is obtained by the optimizer of LINGO (a linear interactive and general optimizer). Simulations and experiments are performed on a group of mobile robots to demonstrate the effectiveness of the proposed approach.
Keywords :
collision avoidance; mobile robots; multi-robot systems; optimisation; collision avoidance; formation requirement; linear interactive and general optimizer; motion planning; multiple mobile robots; velocity optimization problem; Acceleration; Collision avoidance; Manufacturing automation; Mathematical programming; Mobile robots; Motion planning; Path planning; Robot kinematics; Robot programming; Technology planning; Motion planning; formations; multiple mobile robots;
Conference_Titel :
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-5701-4
DOI :
10.1109/ICINFA.2010.5512335