登入選單
返回Google圖書搜尋
Deep Learning for Radar and Communications Automatic Target Recognition
Uttam K. MajumderErik P. BlaschDavid A. Garren
出版Artech House, 2020-07-31
主題Technology & Engineering / Mobile & Wireless CommunicationsTechnology & Engineering / Radar
ISBN16308163969781630816391
URLhttp://books.google.com.hk/books?id=jawCEAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋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.