End-to-End Learning Based on Autoencoder for Fronthaul

Junyuan Nie,Jing Zhang,Wenshan Jiang,Kun Qiu,Xiaoxiao Dai,Qi Yang

2022 Asia Communications and Photonics Conference (ACP)（2022）

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摘要

We introduce autoencoder based on end-to-end learning for fronthaul system. We conduct the simulation and mm-Wave wireless experiments which indicate the method can realize adaptive mapping with shaping gain and achieve robustness under different channel.

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关键词

mobile fronthaul,millimeter wave,constellation mapping,end-to-end learning

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