Deep Learning in Physical Layer Communications
نویسندگان
چکیده
منابع مشابه
Deep Learning Based MIMO Communications
We introduce a novel physical layer scheme for single user Multiple-Input Multiple-Output (MIMO) communications based on unsupervised deep learning using an autoencoder. This method extends prior work on the joint optimization of physical layer representation and encoding and decoding processes as a single end-to-end task by expanding transmitter and receivers to the multi-antenna case. We intr...
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ژورنال
عنوان ژورنال: IEEE Wireless Communications
سال: 2019
ISSN: 1536-1284,1558-0687
DOI: 10.1109/mwc.2019.1800601