Deep Learning for Radio Frequency Automatic Target Recognition
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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."-- Read more
Publisher : Artech House Publishers (July 31, 2020)
Language : English
Hardcover : 294 pages
ISBN-10 : 163081637X
ISBN-13 : 77
Item Weight : 1.85 pounds
Dimensions : 7.2 x 0.9 x 9.8 inches
Best Sellers Rank: #2,119,490 in Books (See Top 100 in Books) #3,356 in Telecommunications & Sensors #3,687 in Internet & Telecommunications #12,708 in Professional
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