Deep Learning for Radar and Communications Automatic Target Recognition - Hardcover

Majumder, Uttam K.; Blasch, Erik P.; Garren, David A.

 
9781630816377: Deep Learning for Radar and Communications Automatic Target Recognition
Hardcover
ISBN 10: 163081637X ISBN 13: 9781630816377
Verlag: Artech House Publishers, 2020

Inhaltsangabe

This authoritative resource presents a comprehensive illustration of modern Artificial Intelligence / Machine Learning (AI/ML) technology for radio frequency (RF) data exploitation. It identifies technical challenges, benefits, and directions of deep learning (DL) based object classification using radar data, including synthetic aperture radar (SAR) and high range resolution (HRR) radar. The performance of AI/ML algorithms is provided from an overview of machine learning (ML) theory that includes history, background primer, and examples. Radar data issues of collection, application, and examples for SAR/HRR data and communication signals analysis are discussed. In addition, this book presents practical considerations of deploying such techniques, including performance evaluation, energy-efficient computing, and the future unresolved issues.

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Verlag
Artech House Publishers
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
163081637X
ISBN 13 
9781630816377
Einband
Gebundene Ausgabe
Anzahl der Seiten
294
Kontakt zum Hersteller
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Verantwortliche Person
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