IEEE - Institute of Electrical and Electronics Engineers, Inc. - Neural Network Detection of Data Sequences in Communication Systems

Author(s): Nariman Farsad ; Andrea Goldsmith
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2018
Volume: 66
Page(s): 5,663 - 5,678
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2018.2868322
Regular:

We consider detection based on deep learning, and show it is possible to train detectors that perform well without any knowledge of the underlying channel models. Moreover, when the channel model... View More

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