Original paper
Model-free machine learning of wireless SISO/MIMO communications
Abstract
Machine learning is a highly promising tool to design the physical layer of wireless communication systems, but the training usually requires an explicit model of the signal distortion as it undergoes transmission over a wireless channel. As data rates, number of MIMO streams and carrier frequencies increase to satisfy the demand for wireless capacity, it becomes difficult to design hardware with few imperfections and to model the imperfections...
Paper Details
Title
Model-free machine learning of wireless SISO/MIMO communications
Published Date
Jan 1, 2022
Journal
Volume
181
Pages
192 - 202
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Notes
History