Title :
On the techniques of multi-agent path planning and the collaboration
Author_Institution :
Sch. of Electron. & Comput. Sci. & Technol., North Univ. of China, Taiyuan, China
Abstract :
Beginning with the current situation of study on the multi-robot system, the paper introduces the feature and structure of multi-robot system and presents the planning methods and characters about the static and dynamic path. Following the above analysis, this paper puts forward and realizes the collaborating of task-level and harmonizing of locomotion-level in the multi-robot system. The path planning structure of “global layout and local amendment” is taken and a strategy of clash relieving based on forecast is designed as the local programming method. What´s more, the Visual C++6.0 is used during the simulated experiments about the path planning and obstacle avoidance to both single-robot and multi-robot motionless obstacle. The experiment results make clear that the method of task assignment could satisfy the real-timing and optimality of motionless task distribution and the autonomy and robustness of dynamic task assignment, and additionally, the measure of clash relieving has the preferable feature of coordinating. Furthermore, the collision strategy based on intensive learning could effectively realize the robot´s initiative programming and enhance its adaptability to environment.
Keywords :
C++ language; collision avoidance; intelligent robots; mobile robots; multi-robot systems; Visual C++6.0; clash relieving; collaboration technique; dynamic path; intensive learning; local programming method; motionless obstacle; motionless task distribution; multiagent path planning; multirobot system; obstacle avoidance; robot initiative programming; static path; task assignment; Collision avoidance; Mobile robots; Path planning; Planning; Programming; Robot kinematics; collaboration; multi-robots; obstacle avoidance; path planning;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5622835