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
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;
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
DOI :
10.1109/IIH-MSP.2009.278