Title :
Time enhanced A∗: Towards the development of a new approach for Multi-Robot Coordination
Author :
Santos, Joana ; Costa, Pedro ; Rocha, Luis F. ; Moreira, A. Paulo ; Veiga, Germano
Author_Institution :
INESC TEC - INESC Technol. & Sci., Porto, Portugal
Abstract :
In this paper the authors focus on presenting a new path planning approach for a multi-robot transportation system in an industrial case scenario. The proposed method is based on the A* heuristic search in a cell decomposition scenario, for which a time component was added - Time Enhanced A* or simply TEAA*. To access the flexibility and efficiency of the proposed algorithm, a set of experiments were performed in a simulated industrial environment. During trials execution the proposed algorithm has shown high capability on preventing/dealing with the occurrence of deadlocks in the transportation system.
Keywords :
industrial robots; materials handling; multi-robot systems; path planning; search problems; A* heuristic search; TEAA*; cell decomposition; industrial environment; material handling system; multirobot coordination; multirobot transportation system; path planning approach; time component; time enhanced A*; Job shop scheduling; Robots; Routing; System recovery; Vehicles;
Conference_Titel :
Industrial Technology (ICIT), 2015 IEEE International Conference on
Conference_Location :
Seville
DOI :
10.1109/ICIT.2015.7125589