DocumentCode :
3233120
Title :
Implementation of Smart Floor for multi-robot system
Author :
Kang, Soo Hyeok ; Kim, Yong Ho ; Lee, Eun Jin ; Lee, Soon-Geul ; Min, Byung-Cheol ; An, Jinung ; Kim, Dong Han
Author_Institution :
Dept. of Electron. & Radio Eng., Kyung Hee Univ., Yongin, South Korea
fYear :
2011
fDate :
6-8 Dec. 2011
Firstpage :
46
Lastpage :
51
Abstract :
In this paper, we suggest a new information space concept called Smart Floor. Smart Floor is the floor storage of specific information intended for route guidance of a mobile robot. A mobile robot can reach its goal position using the information in Smart Floor as well as automatically update information for a changing environment. We constructed Smart Floor using RFID tag packaging and fabricated a mobile robot mounted with a passive RFID tag in ultra high frequency (UHF) bandwidth. The passive RFID tag is inexpensive and does not require a power supply. The primary information saved and stored in Smart Floor is direction-values and Q-values. These values are the result of applying Q-learning in an arbitrary position to the goal position in the Grid world. The research will help from Smart Floor and aid in the development of various applications for multi-robot application.
Keywords :
learning (artificial intelligence); mobile robots; multi-robot systems; path planning; radiofrequency identification; Q-learning; RFID tag packaging; direction-values; grid world; information floor storage; information space concept; mobile robot; multirobot system; route guidance; smart floor; ultra high frequency bandwidth; Automation; Floors; Mobile robots; Navigation; Passive RFID tags; UHF; multi-robot system; passive RFID; smart floor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation, Robotics and Applications (ICARA), 2011 5th International Conference on
Conference_Location :
Wellington
Print_ISBN :
978-1-4577-0329-4
Type :
conf
DOI :
10.1109/ICARA.2011.6144854
Filename :
6144854
Link To Document :
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