
Radars, historically used in fields such as surveillance, aviation, and ground imaging, can provide new application opportunities in interactive computer systems. Their specific signal representations obscure human identity, making them well-suited for integration into privacy-oriented applications in our everyday lives.
This book explores how radar enables robust, non-contact sensing for the detection of human presence, implementation of gesture-based interaction, and recognition of user intent without the need of physical contact. With scientific and technical contributions from experts in radar engineering, signal processing, human-computer interaction, computational modelling, and machine learning, the book presents signal processing techniques and tools, surveys publicly available datasets, and highlights novel applications integrating radar sensing.
Radar-Based Human-Computer Interaction grounds this emerging interdisciplinary field, addressing researchers and practitioners interested in building the next generation of robust, adaptive, and privacy-preserving user interfaces through radar integration.
Inhaltsverzeichnis
Part 1: Background. - Introduction to radars. - Part 2: Digital signal processing. - Digital signal processing tools for radar-based human-computer interaction. - Comparative testing of radar signal representations when sensing through materials. - Part 3: Radar integration into everyday environments. - Radar-based human-computer interaction when sensing through materials. - Novel gestural interactions in smart buildings by radar-based sensing. - Part 4: Applications of radar-based HCI. - Radar-based gesture recognition on deformable objects. - Fine-grained context awareness with radar-based and vision-based surface sensing. - A hand air-writing system using MIMO radar and deep learning. - Part 5: Datasets. - A survey of datasets for radar-based human-computer interaction. - Synthetic data generation for radar-based human-computer interaction. - Part 6: Outlook. - Current state and future research directions of radar-based human-computer interaction.
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