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Optimized SVM-based Decision Processor for 16QAM Coherent Optical Systems to Mitigate NLPN

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Abstract

Based on the cross-validation and grid-search, a parameter optimization method for SVM-based decision processor is proposed. Compared with random selection scheme, the performance is improved obviously and the BER reaches lower than 3.0×10-4.

© 2015 Optical Society of America

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