Learning to Detect

In this paper, we consider multiple-input-multiple-output detection using deep neural networks. We introduce two different deep architectures: a standard fully connected multi-layer network, and a detection network (DetNet), which is specifically designed for the task. The structure of DetNet is obt...

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Bibliographic Details

Published in:	IEEE transactions on signal processing Vol. 67; no. 10; pp. 2554 - 2564
Main Authors:	Samuel, Neev, Diskin, Tzvi, Wiesel, Ami
Format:	Journal Article
Language:	English
Published:	New York IEEE 15.05.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Artificial neural networks Complexity theory Deep learning Detectors MIMO communication MIMO detection Multilayers Neural networks Signal processing algorithms
ISSN:	1053-587X, 1941-0476
Online Access:	Get full text
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