Title :
Localization of non-reflective events in OTDR data combining DWT with template matching
Author :
Zhang, Xiaohui ; Zhao, Haoshu ; Sun, Guangmin ; Cui, Tingting
Author_Institution :
Dept. of Electr. Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
A new method of detecting and localizing non-reflective events in optical time-domain reflectometry (OTDR) data based on biorthogonal wavelet transform and template matching is proposed in this paper. According to the non-stationary characteristics of OTDR logarithmic measurement data, discrete wavelet transform(DWT) is used to detect and coarsely locate the non-reflective events, and then the locations are determined at high accuracy by using template matching. The result shows that without the requisition of pre-treatment like de-noising, the proposed method is able to locate the events accurately both in the low and high SNR levels, which proves that the algorithm is robust and adaptive for noisy OTDR data.
Keywords :
discrete wavelet transforms; pattern matching; signal denoising; time-domain reflectometry; DWT; OTDR; biorthogonal wavelet transform; discrete wavelet transform; non reflective events; optical time-domain reflectometry; template matching; Discrete wavelet transforms; Event detection; Noise; Noise level; Noise measurement; DWT; Fibre event detection and localization; Multi-resolution singularity detection; Noise level estimation; Template matching;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6100609