Abstract:
A machine learning-based classifier, namely SVM, is introduced to create the nonlinear decision boundary in M-ary PSK-based coherent optical system to mitigate NLPN. The ...Show MoreMetadata
Abstract:
A machine learning-based classifier, namely SVM, is introduced to create the nonlinear decision boundary in M-ary PSK-based coherent optical system to mitigate NLPN. The maximum transmission distance and LPRD tolerance are improved by 480 km and 3.3 dBm for 8PSK.
Published in: 2015 European Conference on Optical Communication (ECOC)
Date of Conference: 27 September 2015 - 01 October 2015
Date Added to IEEE Xplore: 03 December 2015
Electronic ISBN:978-8-4608-1741-3
Contents 