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Deep Learning for Radar and Communications Automatic Target Recognition

2024-12-27 分类：电子书 评论(0)

Deep Learning for Radio Frequency Automatic Target Recognition

Deep Learning for Radio Frequency Automatic Target Recognition

Author:by Uttam K Majumder (Author), Erik P Blasch David Garren (Writer)

Publisher:‏Artech House Publishers ‎

Edition:‏N/A

Publication Date:‏2020-07-31

Language:English

Hardcover:294pages

ISBN-10:163081637X

ISBN-13:9781630816377

Book Description

"This exciting resource identifies technical challenges, benefits, and directions of Deep Learning (DL) based object classification using radar data (i.e., Synthetic Aperture Radar / SAR and High range resolution Radar / HRR data). An overview of machine learning (ML) theory to include a history, background primer, and example and performance of ML algorithm (i.e., DL method) on video imagery is provided. Radar data with issues of collection, application, and examples for SAR/HRR data and communication signals analysis is also discussed. Practical considerations of deploying such techniques, including performance evaluation, hardware issues, and the future unresolved issues are presented."--Amazon.com

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