Infrastructure Intelligence in Telecommunications: Advanced Engineering Frameworks for 5G and Future Networks - Softcover

Kozak, Andrey

 
9786209970672: Infrastructure Intelligence in Telecommunications: Advanced Engineering Frameworks for 5G and Future Networks
Softcover
ISBN 10: 6209970672 ISBN 13: 9786209970672
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

This monograph addresses the scalability problem in 5G infrastructure planning through a predictive system combining machine learning propagation models, continuous terrain complexity metrics, geospatial data integration, and uncertainty-aware deployment sequencing. It introduces an ensemble approach of gradient-boosted trees, convolutional neural networks, and Gaussian process regression, validated against representative mountainous and mixed-terrain environments, and outlines engineering challenges on the trajectory toward 6G network intelligence.

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Über die Autorin bzw. den Autor

Andrey Kozak is a researcher and expert in telecommunications infrastructure engineering and intelligent network planning. His work focuses on radio frequency propagation modeling, multi-objective site selection optimization, and the integration of machine learning methods into 5G and next-generation mobile network deployment frameworks.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6209970672
ISBN 13 
9786209970672
Einband
Taschenbuch
Anzahl der Seiten
76
Kontakt zum Hersteller
Fastbook Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland