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Deep Learning for Radar and Communications Automatic Target Recognition

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Management number 233575811 Release Date 2026/06/27 List Price $39.06 Model Number 233575811
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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. Read more

ASIN B08F6D7Q2K
XRay Not Enabled
ISBN13 978-1630816391
Language English
File size 46.7 MB
Page Flip Enabled
Publisher Artech House
Word Wise Not Enabled
Print length 482 pages
Accessibility Learn more
Publication date July 31, 2020
Enhanced typesetting Enabled

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