Title :
WDM monitoring through blind signal separation
Author :
Feng, Yumang ; Zarzoso, Vicente ; Nandi, Asoke K.
Author_Institution :
Signal Process. & Commun. Group, Liverpool Univ., UK
Abstract :
WDM monitoring in optical networks can be carried out after the separation in the electronic domain of the individual baseband channels, from which suitable performance parameters can then be measured. We have proposed to apply blind signal separation based on higher-order statistics. The specific BSS method considered provides an approximate optimal solution (in the maximum-likelihood sense) for the case of two channels, and has a computational cost of O(N52/ L) when processing L-sample blocks of an N-channel WDM signal. For the signal distributions typically occurring in WDM monitoring, the method presents no undesired solutions. In addition, the case of spectrally white channels can also be handled, thus allowing beneficial reductions in the rates at which the photocurrents are sampled. Although the suggested procedure operates on signal blocks (batch processing), fast adaptive implementations can easily be designed as well.
Keywords :
monitoring; optical fibre communication; telecommunication channels; wavelength division multiplexing; N-channel WDM signal; WDM monitoring; approximate optimal solution; baseband channels; batch processing; blind signal separation; electronic domain; fast adaptive implementations; maximum-likelihood; optical networks; photocurrents; signal blocks; Baseband; Blind source separation; Computational efficiency; Condition monitoring; Higher order statistics; Optical fiber networks; Photoconductivity; Signal design; Signal processing; Wavelength division multiplexing;
Conference_Titel :
Optical Fiber Communication Conference and Exhibit, 2002. OFC 2002
Print_ISBN :
1-55752-701-6
DOI :
10.1109/OFC.2002.1036691