DocumentCode
183090
Title
Development of self-localizer using collaboration of trilateration and triangulation
Author
Byoungsu Lee ; Dong-Min Woo ; Min-Kee Park ; Seungwoo Kim
Author_Institution
Dept. of Electron. & Inf. Eng., Soonchunhyang Univ., Asan, South Korea
fYear
2014
fDate
19-21 Aug. 2014
Firstpage
729
Lastpage
733
Abstract
This paper was performed to technically implement a sensing platform for Home-Wellness Robot. The self-Localization of an indoor mobile robot is very important for the sophisticated trajectory control. In this paper, the robot´s self-localization algorithm was designed by using an RF sensor network and fuzzy inference. The robot realizes its self-localization, using RFID sensors, through the collaboration algorithm which uses fuzzy inference for combining the strengths of triangulation and triangulation. For the triangulation self-Localization, RSSI is implemented. TOA method is used for realizing the triangulation self-localization. The final improved position is, through fuzzy inference, made by the fusion algorithm of the resultant coordinates from trilateration and triangulation in real time. In this paper, good performance of the proposed self-localization algorithm is confirmed through the results of a variety of experiments in the base of RFID sensor network and reader system.
Keywords
fuzzy reasoning; intelligent robots; mobile robots; path planning; radiofrequency identification; service robots; trajectory control; RF sensor network; RSSI; TOA method; fuzzy inference; home-wellness robot; indoor mobile robot self-localization algorithm; self-localizer development; sensing platform; sophisticated trajectory control; triangulation; trilateration; Fuzzy logic; Inference algorithms; Radiofrequency identification; Robot kinematics; Robot sensing systems; Service robots; Fuzzy Inference; Home wellness Robot; Self-localization; Triangulation; Trilateration;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2014 11th International Conference on
Conference_Location
Xiamen
Print_ISBN
978-1-4799-5147-5
Type
conf
DOI
10.1109/FSKD.2014.6980926
Filename
6980926
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