Multimodal sensing for assisted living using radar

Aman Shrestha, Haobo Li, Francesco Fioranelli, Julien Le Kernec

Research output: Chapter in Book/Conference proceedings/Edited volumeChapterScientific

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Abstract

This chapter will explore the different sensor and fusion topologies, using active radar sensing in conjunction with other sensing technologies as support for assisted living and healthcare applications. Initially, the sensors and their outputs will be described, with specifics of signal processing of the different sensors and the machine learning for classification detailed. The results of applying these methods to the assisted living scenario will then be presented. This chapter will give insight into activity classification with radar and additional sensing technologies, in particular, wearable inertial and magnetic sensors, focusing on the key information fusion approaches and main improvements using experimental data as validation.
Original languageEnglish
Title of host publicationMicro-Doppler Radar and Its Applications
EditorsF. Fioranelli, H. Griffiths, M. Ritchie, A. Balleri
Place of PublicationLondon
PublisherIET
Pages181-215
Number of pages35
ISBN (Electronic)9781785619342
ISBN (Print)9781785619335
DOIs
Publication statusPublished - 2020

Bibliographical note

Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

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