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Gaussian Mixture Model clustering algorithm for a probabilistic shaping 64QAM coherent optical communication system

Hui Xu,Yongjun Wang,Chao Li,Xiangjun Xin

Asia Communications and Photonics Conference 2021（2021）

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Abstract
In this paper, a Gaussian Mixture Model (GMM) clustering algorithm with initial means is proposed. The experiment results show that the proposed algorithm can significantly improve the performance of probabilistic shaping (PS) 64QAM.
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