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|Author(s):||Jeffrey A. Jargon; Xiaoxia Wu; Zhensheng Jia; Loukas Paraschis; Ronald Skoog; Alan Willner;|
|Title:||Optical performance monitoring of PSK Data Channels using artificial neural networks trained with parameters derived from delay-tap asynchronous diagrams via balanced detection|
|Published:||September 20, 2009|
|Abstract:||We demonstrate a technique of using artificial neural networks for optical performance monitoring of PSK data signals. Parameters for training are derived from delay-tap asynchronous diagrams using balanced detection. We also compare the results with the case of using direct detection.|
|Proceedings:||35th European Conference on Optical Communications|
|Dates:||September 20-24, 2009|
|Keywords:||artificial neural network, asynchronous sampling, balanced detection, optical performance monitoring|
|PDF version:||Click here to retrieve PDF version of paper (498KB)|