End-to-end Learning Based Bit-wise Autoencoder for Optical OFDM Communication System

Wenshan Jiang,Tao Xu,Qun Liu,Xue Zhao,Jing Zhang,Qi Yang,Xingwen Yi,Kun Qiu

Asia Communications and Photonics Conference 2021（2021）

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摘要

We propose an end-to-end autoencoder for optical OFDM communication system, which is trained based on bit-wise mutual information (BMI). The simulation results show that the autoencoder can optimize the constellations and achieve BER performance improvement.

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关键词

optical OFDM communication system,end-to-end autoencoder,bit-wise mutual information,end-to-end learning based bit-wise autoencoder,BMI,BER performance improvement

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