Title :
A feasibility study of the intelligent cart system
Author :
Kambayashi, Yasushi ; Yamachi, Hidemi ; Takimoto, Munehiro
Author_Institution :
Dept. of Comput. & Inf., Nippon Inst. of Technol., Saitama, Japan
Abstract :
This paper presents a feasibility study for an intelligent cart system designed to be used in common airports. The framework provides novel methods to control carts using mobile software agents. In airport terminals, it is desirable that carts draw themselves together automatically after being used so that manual collection becomes less laborious. In order to avoid excessive energy consumption by the carts, we employ mobile software agents and RFID to locate carts scattered in a field and cause them to autonomously determine their moving behavior using clustering method based on the ant colony optimization (ACO) algorithm. We have implemented a simulator that produces the route and waiting timing for each cart, thus produces the precise instructions that each cart follows. We report the observations we have obtained from the experiments.
Keywords :
airports; control engineering computing; energy consumption; mobile agents; mobile robots; multi-robot systems; optimisation; pattern clustering; radiofrequency identification; RFID; airport terminal; ant colony optimization algorithm; clustering method; energy consumption; intelligent cart system; mobile software agent; Assembly; Clustering algorithms; Computational modeling; Computers; Mobile agents; Principal component analysis; Radiofrequency identification; RFID; ant colony clustering; ant colony optimization; automonous system; mobile software agent; simulation;
Conference_Titel :
SICE Annual Conference 2010, Proceedings of
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7642-8