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Deep Learning and Optimization in Massive MIMO: Hybrid Approaches for Advanced Channel Estimation - Softcover

Suneetha, Nallamothu

 
9789999330527: Deep Learning and Optimization in Massive MIMO: Hybrid Approaches for Advanced Channel Estimation
Softcover
ISBN 10: 9999330525 ISBN 13: 9789999330527
Verlag: Eliva Press, 2025

Inhaltsangabe

Deep Learning and Optimization in Massive MIMO explores intelligent channel estimation for millimeter wave based next-generation wireless systems. It integrates deep learning models with hybrid optimization algorithms to enhance estimation accuracy and efficiency. The book highlights advanced architectures such as DNNs, LSTMs, and Meta-heuristic–aided methods. Case studies with datasets like DeepMIMO illustrate practical implementations and performance gains. Written for researchers, engineers, and graduate students, it blends theory with application. A valuable resource for advancing 5G, 6G, and beyond in wireless communications. “Bridging deep learning intelligence with optimization to redefine channel estimation in massive MIMO for the 5G and 6G era”.

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Verlag
Eliva Press
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
9999330525
ISBN 13 
9789999330527
Einband
Taschenbuch
Anzahl der Seiten
156
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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