Title :
Operational fault detection for telerobotic systems using discrete wavelet transform (DWT) and AC analysis of position data
Author :
Sewoong Kirn ; Hamel, William R.
Author_Institution :
Dept. of Mech., Aerosp., & Biomedical Eng., Tennessee Univ., Knoxville, TN, USA
fDate :
26 April-1 May 2004
Abstract :
This paper proposes a methodology for the operational fault detection (OFD) of telerobotic systems using discrete wavelet transform and AC analysis. For the generalization of the proposed methodology, the sensor considered in this study is confined to the sensor, which is usually installed in the standard or general configuration of telerobots, such as joint position sensors. Also, the common characteristics and limitations of telerobots are considered in the development of the algorithms.
Keywords :
discrete wavelet transforms; fault location; manipulator kinematics; nonelectric sensing devices; telerobotics; AC analysis; DWT; discrete wavelet transform; joint position sensor; operational fault detection; telerobotic system; Continuous wavelet transforms; Data analysis; Discrete wavelet transforms; Fault detection; Humans; Power system reliability; Sensor phenomena and characterization; Sensor systems; Telerobotics; Wavelet analysis;
Conference_Titel :
Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8232-3
DOI :
10.1109/ROBOT.2004.1302510