Deep Learning for Radio Frequency Automatic Target Recognition - Hardcover

Majumder, Uttam K

Hardcover

ISBN 10: 163081637X ISBN 13: 9781630816377

Publisher: Artech House Publishers, 2020

Synopsis

"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

Edition details

• Publisher: Artech House Publishers
• Publication date: 2020
• Language: English
• ISBN 10: 163081637X
• ISBN 13: 9781630816377
• Binding: Hardcover
• Number of pages: 294