An innovative Squid Game Optimizer for enhanced channel estimation and massive MIMO detection using dilated adaptive RNNs

The Multiple-Input Multiple-Output (MIMO) system can provide improved spectral efficiency and energy performance. However, the computational demand faced by conventional signal recognition techniques has significantly increased due to the growing number of antennas and higher-order modulations. To o...

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Veröffentlicht in:	Scientific reports Jg. 15; H. 1; S. 31921 - 33
Hauptverfasser:	Reddy, G. Navabharat, Ravikumar, C. V., Takacs, Oliver, Tolba, Amr
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	London Nature Publishing Group UK 29.08.2025 Nature Publishing Group Nature Portfolio
Schlagworte:	639/166 639/4077 Algorithms Antennas Channel estimation Communication Communications systems Computer applications Deep learning Design Dilated adaptive recurrent neural network with attention mechanism Efficiency Humanities and Social Sciences Massive MIMO detection Modified Squid Game Optimizer multidisciplinary Neural networks Science Science (multidisciplinary) Sensors Modified Squid Game Optimizer Channel estimation Massive MIMO detection Dilated adaptive recurrent neural network with attention mechanism
ISSN:	2045-2322, 2045-2322
Online-Zugang:	Volltext
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