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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Vydané v:	IEEE transactions on signal processing Ročník 67; číslo 10; s. 2554 - 2564
Hlavní autori:	Samuel, Neev, Diskin, Tzvi, Wiesel, Ami
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 15.05.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Algorithms Artificial neural networks Complexity theory Deep learning Detectors MIMO communication MIMO detection Multilayers Neural networks Signal processing algorithms
ISSN:	1053-587X, 1941-0476
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