Application of a Machine Learning Model to the realization of a wireless communication system

This paper presents the author's proposal for a neural detector realization of a Massive-MIMO-OFDM system using extended Hopfield neural circuits. An important feature of such an implementation is that the system can be learned without the need to solve multi-parameter optimization tasks requiring high computational power.

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Publication Details

Journal
International Journal of Electronics and Telecommunications
Published
2025-04-07
DOI
https://doi.org/10.24425/ijet.2025.153540
Primary Topic
Advanced Research in Systems and Signal Processing
Type
article
Field-Weighted Citation Impact
0.00
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article

Application of a Machine Learning Model to the realization of a wireless communication system

International Journal of Electronics and Telecommunications
Advanced Research in Systems and Signal Processing
article

Application of a Machine Learning Model to the realization of a wireless communication system

article en

Abstract

This paper presents the author's proposal for a neural detector realization of a Massive-MIMO-OFDM system using extended Hopfield neural circuits. An important feature of such an implementation is that the system can be learned without the need to solve multi-parameter optimization tasks requiring high computational power.

International Journal of Electronics and Telecommunications
Gdynia Maritime University (PL)
Openalex Percentile: Top 93%
Advanced Research in Systems and Signal Processing
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Application of a Machine Learning Model to the realization of a wireless communication system · International Journal of Electronics and Telecommunications (2025) | TGRS Research Map | TGRS