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Deep Learning-Aided Projected Gradient Detector for Massive Overloaded MIMO Channels

Deep Learning-Aided Projected Gradient Detector for Massive Overloaded MIMO Channels

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2073528019

Deep Learning-Aided Projected Gradient Detector for Massive Overloaded MIMO Channels

About this item

Full title

Deep Learning-Aided Projected Gradient Detector for Massive Overloaded MIMO Channels

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2018-12

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

The paper presents a deep learning-aided iterative detection algorithm for massive overloaded MIMO systems. Since the proposed algorithm is based on the projected gradient descent method with trainable parameters, it is named as trainable projected descent-detector (TPG-detector). The trainable internal parameters can be optimized with standard dee...

Alternative Titles

Full title

Deep Learning-Aided Projected Gradient Detector for Massive Overloaded MIMO Channels

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2073528019

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2073528019

Other Identifiers

E-ISSN

2331-8422

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