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cs.IT2018
Data-Rate Driven Transmission Strategy for Deep Learning Based Communication Systems
Xiao Chen, Julian Cheng, Zaichen Zhang +2
Deep learning (DL) based autoencoder is a promising architecture to implement end-to-end communication systems. One fundamental problem of such systems is how to increase the trans…
cs.IT2018
A Generalized Data Representation and Training-Performance Analysis for Deep Learning-Based Communications Systems
Xiao Chen, Liang Wu, Zaichen Zhang
Deep learning (DL)-based autoencoder is a potential architecture to implement end-to-end communication systems. In this letter, we first give a brief introduction to the autoencode…