Emerging Applications of AI and Deep Learning in Short-Range Radar Explored
in Exciting New Book
September 30, 2020 -- Norwood, MA -- Artech House today announced the release
Deep Learning Applications of Short-Range Radars by Avik Santra and Souvik Hazra.
This exciting new resource presents emerging applications of artificial intelligence
and deep learning in short-range radar. The book covers applications ranging from
industrial, consumer space to emerging automotive applications. The book presents
several human-machine interface (HMI) applications, such as gesture recognition
and sensing, human activity classification, air-writing, material classification,
vital sensing, people sensing, people counting, people localization and in-cabin
automotive occupancy and smart trunk opening.
The underpinnings of deep learning are explored, outlining the history of neural
networks and the optimization algorithms to train them. Modern deep convolutional
neural network (DCNN), popular DCNN architectures for computer vision and their
features are also introduced. The book presents other deep learning architectures,
such as long-short term memory (LSTM), auto-encoders, variational auto-encoders
(VAE), and generative adversarial networks (GAN). The application of human activity
recognition as well as the application of air-writing using a network of short-range
radars are outlined. This book demonstrates and highlights how deep learning is
enabling several advanced industrial, consumer and in-cabin applications of short-range
radars, which weren't otherwise possible. It illustrates various advanced applications,
their respective challenges, and how they are been addressed using different deep
learning architectures and algorithms.
Deep Learning Applications of Short-Range Radars is available now from Artech
House, a leading publisher of books for professionals in high-technology industries.
Designing Wireless Sensor Network Solutions for Tactical ISR is available now
from Artech House, a leading publisher of books for professionals in high-technology
Deep Learning Applications
of Short-Range Radars is also available on Amazon.
Artech House Order Department
685 Canton Street
Norwood, MA 02062
Phone: (781) 769-9750, ext. 4030
FAX: (781) 769-6334
Posted October 6, 2020