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Novel Deep-Learning Modulation Recognition Algorithm Using 2D Histograms over Wireless Communication...

Novel Deep-Learning Modulation Recognition Algorithm Using 2D Histograms over Wireless Communication...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b2910fe13f5f4b1db3d2679bae725d8e

Novel Deep-Learning Modulation Recognition Algorithm Using 2D Histograms over Wireless Communications Channels

About this item

Full title

Novel Deep-Learning Modulation Recognition Algorithm Using 2D Histograms over Wireless Communications Channels

Publisher

Basel: MDPI AG

Journal title

Micromachines (Basel), 2022-09, Vol.13 (9), p.1533

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

Modulation recognition (MR) has become an essential topic in today’s wireless communications systems. Recently, convolutional neural networks (CNNs) have been employed as a potent tool for MR because of their ability to minimize the feature’s susceptibility to its surroundings and reduce the need for human feature extraction and evaluation. In part...

Alternative Titles

Full title

Novel Deep-Learning Modulation Recognition Algorithm Using 2D Histograms over Wireless Communications Channels

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_b2910fe13f5f4b1db3d2679bae725d8e

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b2910fe13f5f4b1db3d2679bae725d8e

Other Identifiers

ISSN

2072-666X

E-ISSN

2072-666X

DOI

10.3390/mi13091533

How to access this item