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Conference Paper
Optical Fiber Communication Conference
San Diego, California United States
March 22-26, 2009
ISBN: 978-1-55752-865-0
Performance Monitoring (OThH)

Optical Performance Monitoring by Use of Artificial Neural Networks Trained with Parameters Derived from Delay-Tap Asynchronous Sampling

Jeffrey A. Jargon, Xiaoxia Wu, and Alan E. Willner

http://dx.doi.org/10.1364/OFC.2009.OThH1


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Abstract

We demonstrate a technique for optical performance monitoring by simultaneously identifying optical signal-to-noise ratio (OSNR), chromatic dispersion (CD), and polarization-mode dispersion (PMD) using artificial neural networks trained with parameters derived from delay-tap asynchronous sampling.

© 2009 Optical Society of America

OCIS Codes
(060.0060) Fiber optics and optical communications : Fiber optics and optical communications
(060.2330) Fiber optics and optical communications : Fiber optics communications
(100.0100) Image processing : Image processing
(100.4996) Image processing : Pattern recognition, neural networks

Citation
J. A. Jargon, X. Wu, and A. E. Willner, "Optical Performance Monitoring by Use of Artificial Neural Networks Trained with Parameters Derived from Delay-Tap Asynchronous Sampling," in Optical Fiber Communication Conference and National Fiber Optic Engineers Conference, OSA Technical Digest (CD) (Optical Society of America, 2009), paper OThH1.
http://www.opticsinfobase.org/abstract.cfm?URI=OFC-2009-OThH1


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