DocumentCode
2461540
Title
Collision Detection of 4-legged Robots Using Acceleration Sensors
Author
Nakajima, Shigeyoshi ; Sugimoto, Kana ; Toriu, Takashi
Author_Institution
Dept. of Phys. Electron. & Inf., Osaka City Univ., Osaka, Japan
fYear
2009
fDate
12-14 Sept. 2009
Firstpage
170
Lastpage
173
Abstract
Collision detection is one of most important techniques in machine control. In RoboCup (robot project) 4-legged league, a collision causes an incorrect localization. Recently collision detection methods using joint data and methods using acceleration sensors were proposed. But they needed a lot of memories or often caused false recognition. We propose three methods to detect collision using frequency analysis data of acceleration sensors in low frequencies. Comparing with recent methods, our proposed methods have advantages in compactness of consuming memories and accuracy of collision detection.This methods can be applied to multimedia signal data other than acceleration sensor data.
Keywords
acceleration measurement; collision avoidance; legged locomotion; machine control; sensors; 4-legged robots; acceleration sensors; collision detection methods; frequency analysis data; joint data; machine control; multimedia signal data; Acceleration; Data analysis; Discrete Fourier transforms; Frequency; Intelligent robots; Intelligent sensors; Nearest neighbor searches; Robot sensing systems; Signal processing; Support vector machines; DFT(discrete Fourier transform); PCA(principal component analysis); collision detection; frequency analysis; localization; robot;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Information Hiding and Multimedia Signal Processing, 2009. IIH-MSP '09. Fifth International Conference on
Conference_Location
Kyoto
Print_ISBN
978-1-4244-4717-6
Electronic_ISBN
978-0-7695-3762-7
Type
conf
DOI
10.1109/IIH-MSP.2009.278
Filename
5337331
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