Title :
The Application of Wavelet Transform in Data Pretreatment of Six-dimension Wrist Force Sensor
Author :
Yuan Chuanlai ; Zhou Weilong ; Nei Hui ; Zou Bin
Author_Institution :
Hunan Univ. of Technol., Zhuzhou, China
Abstract :
In the light of the problem that the signals are collected by six-dimension wrist force sensor in the working site contain all kinds of noise interference, a method for de-noising based on wavelet transform is proposed in this paper. The article detailed introduces the selection for six-dimension wrist force sensor, the principle of wavelet transform and de-noising. The method of soft-threshod is adopted during the de-noising for wrist force sensor based on the software MATLAB, The experiment results demonstrate that the method proposed in this paper is effective and feasible.
Keywords :
computerised instrumentation; force sensors; mathematics computing; wavelet transforms; Matlab software; data pretreatment; noise interference; six-dimension wrist force sensor; wavelet transform; Force sensors; Noise; Robot sensing systems; Wavelet analysis; Wavelet transforms; Wrist; Six-dimension wrist force sensor; Soft-threshod matlab; Wavelet transform;
Conference_Titel :
Intelligent System Design and Engineering Applications (ISDEA), 2013 Third International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-4893-5
DOI :
10.1109/ISDEA.2012.332