Deep Learning for Radar and Communications Automatic Target Recognition Front Cover

Deep Learning for Radar and Communications Automatic Target Recognition

  • Length: 290 pages
  • Edition: 1
  • Publisher:
  • Publication Date: 2020-07-31
  • ISBN-10: 163081637X
  • ISBN-13: 9781630816377
  • Sales Rank: #2332819 (See Top 100 Books)
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.

To access the link, solve the captcha.