Title :
Macroscopic quantitative observation of multi-robot behavior
Author :
Kinoshita, Masahiro ; Watanabe, Michiko ; Kawakami, Takashi ; Yokoi, Hiroshi ; Kakazu, Yukinori
Author_Institution :
Autonomous Syst. Eng., Hokkaido Univ., Japan
Abstract :
It is very difficult to estimate behaviors of multiple autonomous robots or mutual interactions of them in real time. Therefore, we propose a quantitative observation approach of multiple robots behaviors. This approach introduces thermodynamic macroscopic state values to the multi-robot systems. The advantage of this approach is that it enables to observe the behaviors of autonomous robots in real world and can be mapped to characteristic values in another conceptual state space. Thermodynamic macroscopic state values, such as temperature, pressure and entropy, are defined in mobile robots systems. In our definition, each mobile robot is supposed to have a particle in thermodynamic systems. The experiment shows that the states of robots system can be classified by thermodynamic macroscopic state value. This verifies that the macroscopic quantitative observation is efficient and applicable to control multi-robot systems
Keywords :
mobile robots; multi-robot systems; characteristic values; macroscopic quantitative observation; mobile robots systems; multi-robot behavior; multiple autonomous robots; thermodynamic macroscopic state values; Control systems; Educational institutions; Entropy; Industrial engineering; Intelligent robots; Multirobot systems; Systems engineering and theory; Tellurium; Temperature; Thermodynamics;
Conference_Titel :
Computational Intelligence and Multimedia Applications, 2001. ICCIMA 2001. Proceedings. Fourth International Conference on
Conference_Location :
Yokusika City
Print_ISBN :
0-7695-1312-3
DOI :
10.1109/ICCIMA.2001.970466