Title :
Multi-robot motion planning amidst dynamic obstacle
Author :
Banerjee, Dhrubojyoti ; Majumder, Chiranjib Guha ; Roy, Suparna ; Chakraborty, Arpita ; Konar, Amit ; Janarthanan, R.
Author_Institution :
ETCE Dept., Jadavpur Univ., Kolkata, India
Abstract :
This paper provides a modern approach to multi-robot motion planning in a given world map amidst both static and dynamic obstacles. The distributed method for multi-robot motion planning has been realized with particle swarm optimization algorithm. The experimental results show that the variation in the path deviation from optimal trajectory of the mobile robots increases with the increase in the number of dynamic obstacles. But here we have presented an approach which minimizes the probability of collision of the robots with the obstacles.
Keywords :
collision avoidance; mobile robots; multi-robot systems; optimal control; particle swarm optimisation; trajectory control; dynamic obstacle; mobile robots; multi-robot motion planning; optimal trajectory; particle swarm optimization; static obstacle; Collision avoidance; Dynamics; Heuristic algorithms; Planning; Robot kinematics; Safety; Figure of Safety; Fitness function; Multi-robot motion planning;
Conference_Titel :
Recent Trends in Information Systems (ReTIS), 2011 International Conference on
Conference_Location :
Kolkata
Print_ISBN :
978-1-4577-0790-2
DOI :
10.1109/ReTIS.2011.6146866