DocumentCode
467688
Title
Design and Development of Multi-Robot Architecture and Decision-Making Model
Author
Li, Shu-qin ; Yuan, Xiao-hua ; Tang, Zhen-min ; Lu Yang ; Yang, Jing-Yu
Author_Institution
Beijing Inf. Sci. & Technol. Univ., Beijing
Volume
1
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
610
Lastpage
616
Abstract
To design individual robot architecture in task-oriented multi-robot system running in dynamic environment, it is essential to give prominence to robot abilities of real-time reaction, making decision ability and the cooperation. However, these abilities, especially the second one, were not emphasized in the existent architectures. In this research, a hybrid robot architecture based on five reaction layers was proposed. A decision-making development method was presented. After pointing out that when a robot being able to satisfy multi-task needing, it not only need to consider the distances, but need to synthetically consider the tasks, environment, and robot´s self-status also, a task team selecting algorithm using decision-making matrix based on the multiple properties was further proposed. And at last test results of garbage treatment in simple simulated environment shows that method proposed in this paper is efficiency.
Keywords
decision making; multi-robot systems; decision-making matrix; decision-making model; hybrid robot architecture; multi-robot architecture; real-time reaction; robot abilities; task team selecting algorithm; Communication system control; Computer architecture; Computer science; Cybernetics; Decision making; Machine learning; Multirobot systems; Robot kinematics; Robot sensing systems; Robotics and automation; Cooperation; Decision-making; Multi-robot system; Robot architecture;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370217
Filename
4370217
Link To Document