Title :
An improved algorithm of multiple robots cooperation in obstacle existing environment
Author :
Tan, Huan ; Liao, Qingmin ; Zhang, Jianxun
Author_Institution :
Grad. Sch. at Shenzhen Tsinghua, Univ. Shenzhen, Shenzhen
Abstract :
In the human-robot mixed and obstacle existing environment, several robots can cooperate to complete a single task or a group of tasks which have the close connections. This paper proposes an intelligent algorithm which is based on the statistics method and artificial neural networks for the multiple robots cooperation in this environment. This algorithm mainly involves the algorithm for cooperation in the layer of task and the motion track planning. Some simulation experiments have been carried to valid the algorithm and we got satisfying experimental results which demonstrate the effectiveness and advantage.
Keywords :
mobile robots; multi-robot systems; neural nets; path planning; statistical analysis; artificial neural network; human-robot mixed environment; intelligent algorithm; motion track planning; multiple robot cooperation; obstacle existing environment; statistics method; Artificial intelligence; Biomimetics; Flowcharts; Infrared sensors; Intelligent robots; Libraries; Orbital robotics; Robot kinematics; Robot sensing systems; Robotics and automation; Cooperation; Load Balance; Multiple; Robot;
Conference_Titel :
Robotics and Biomimetics, 2007. ROBIO 2007. IEEE International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-1-4244-1761-2
Electronic_ISBN :
978-1-4244-1758-2
DOI :
10.1109/ROBIO.2007.4522300