Title :
Application of Wavelet Networks for Identification of Transients in Optical Networks
Author :
Ben-Ezra, Y. ; Mahlab, U. ; Lembrikov, B.I. ; Dolev, E.
Author_Institution :
Dept. of Electr. Eng., Holon Inst. of Technol.
Abstract :
The analysis of fast power transient signals in optical networks is critical for the support of the network operational regime. We propose a novel method that permits the detection and classification of the fast power transients using the wavelet network (WN), combining the properties of a wavelet transform (WT) and an artificial neural networks (ANN). The transients are described qualitatively by means of WT method. Their behavior can be then analyzed using ANN model. The examples of the method implementation are presented
Keywords :
neural nets; optical engineering computing; optical fibre networks; telecommunication computing; wavelet transforms; ANN; artificial neural networks; optical networks; power transient signals; wavelet networks; wavelet transform; Artificial neural networks; Erbium-doped fiber amplifier; Fourier transforms; Optical amplifiers; Optical fiber networks; Optical receivers; Power amplifiers; Signal analysis; Transient analysis; Wavelength division multiplexing; artificial neural networks; optical networks; transients; wavelet transform;
Conference_Titel :
Transparent Optical Networks, 2006 International Conference on
Conference_Location :
Nottingham
Print_ISBN :
1-4244-0235-2
Electronic_ISBN :
1-4244-0236-0
DOI :
10.1109/ICTON.2006.248255
