DocumentCode :
1324187
Title :
Reduction in the Number of Averages Required in BOTDA Sensors Using Wavelet Denoising Techniques
Author :
Farahani, Mohsen Amiri ; Wylie, Michael T V ; Castillo-Guerra, Eduardo ; Colpitts, Bruce G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of New Brunswick, Fredericton, NB, Canada
Volume :
30
Issue :
8
fYear :
2012
fDate :
4/15/2012 12:00:00 AM
Firstpage :
1134
Lastpage :
1142
Abstract :
This paper reports on a new mechanism to decrease the number of averages and, consequently, the measurement time of Brillouin optical time-domain analysis (BOTDA) sensors using wavelet shrinkage techniques. Two different wavelet shrinkage techniques, VisuShrink and SureShrink, are applied to denoise signals acquired from measurements in BOTDA sensors. The conventional method to denoise signals in BOTDA sensors is ensemble averaging. Ensemble averaging is a time consuming technique, as it requires many acquisitions of signals to provide an acceptable SNR. To reduce the number of acquisitions, the setup of the BOTDA sensor is modified to denoise acquired signals using VisuShrink or SureShrink before applying ensemble averaging. Experimental results show a significant reduction in the number of averages required to provide an accurate measurement, and consequently, a substantial saving in the measurement time of the sensor. It has been shown that the combination of ensemble averaging with VisuShrink or SureShrink reduces the measurement time of the sensor up to 90%. This reduction in the measurement time enables the implementation of dynamic and fast measurements with BODTA sensors and opens opportunities to target a new range of applications.
Keywords :
fibre optic sensors; signal denoising; time-domain analysis; wavelet transforms; BOTDA sensors; Brillouin optical time-domain analysis; SureShrink techniques; VisuShrink techniques; ensemble averaging; measurement time; signal denoising; wavelet denoising techniques; wavelet shrinkage; Noise measurement; Optical fibers; Scattering; Sensors; Signal to noise ratio; Wavelet coefficients; Brillouin optical time-domain analysis (BOTDA); SureShrink; VisuShrink; ensemble averaging; measurement time; number of averages; wavelet shrinkage;
fLanguage :
English
Journal_Title :
Lightwave Technology, Journal of
Publisher :
ieee
ISSN :
0733-8724
Type :
jour
DOI :
10.1109/JLT.2011.2168599
Filename :
6022737
Link To Document :
بازگشت