Title :
Optical performance monitoring by use of artificial neural networks trained with parameters derived from delay-tap asynchronous sampling
Author :
Jargon, Jeffrey A. ; Wu, Xiaoxia ; Willner, Alan E.
Author_Institution :
Nat. Inst. of Stand. & Technol., Boulder, CO
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.
Keywords :
neural nets; optical fibre communication; artificial neural networks; chromatic dispersion; delay-tap asynchronous sampling; optical performance monitoring; optical signal-to-noise ratio; polarization-mode dispersion; Artificial neural networks; Condition monitoring; Delay estimation; Neurons; Optical computing; Optical fiber networks; Optical receivers; Optical signal processing; Sampling methods; Signal to noise ratio; (060.2330) Fiber optics communications; (100.4996) Pattern recognition, neural networks;
Conference_Titel :
Optical Fiber Communication - incudes post deadline papers, 2009. OFC 2009. Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-2606-5
Electronic_ISBN :
978-1-55752-865-0
