Deep Learning Applications of Short-Range Radars
Author:by Avik Santra (Author), Souvik Hazra (Author)
Publisher finelybook 出版社:Artech House Publishers
Edition 版本:N/A
Publication Date 出版日期:2020-09-30
Language 语言:English
Print Length 页数:337pages
ISBN-10:1630817465
ISBN-13:9781630817466
Book Description
Review
The book offers an updated review of short-range radar applications supported by the recent development in the manufacturing of compact mm-wave radar transceivers and the application of deep learning techniques to their data. Some more conventional applications of radar sensing such as human activity recognition and vital signs monitoring are presented, together with innovative applications such as the classification of materials and the recognition of characters written in air. These are a good example of new exciting capabilities unlocked by the combination of deep learning and short wavelengths enabled by the new mm-wave radar sensors. –Dr Francesco Fioranelli, Assistant Professor at the Department of Microelectronics, TU Delft, The Netherlands
Deep Learning Applications of Short-Range Radars gives an all-round view of radar, deep learning before diving into application specific practical considerations ranging from activity recognition to vitals sensing and to material classification. It encompasses insight and novel approaches throughout the book. I strongly recommend this book if you plan on tackling deep learning for short-range radar applications. –Julien Le Kernec, Ph.D., Senior Lecturer, The James Watt School of Engineering, University of Glasgow
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