Hallway Gait Monitoring System Using an In-Package Integrated Dielectric Lens Paired with a mm-Wave Radar.

FMCW radar dielectric lens antenna gait extraction spatiotemporal gait parameters

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
21 Dec 2022
Historique:
received: 05 11 2022
revised: 14 12 2022
accepted: 19 12 2022
entrez: 8 1 2023
pubmed: 9 1 2023
medline: 11 1 2023
Statut: epublish

Résumé

This paper presents a novel hallway gait extraction system that enables an individual's spatiotemporal gait parameter extraction at each gait cycle using a single FMCW (Frequency Modulated Continuous Wave) radar. The purpose of the proposed system is to detect changes in gait that may be the signs of changes in mobility, cognition, and frailty, particularly for older adults in retirement homes. We believe that one of the straightforward applications for gait monitoring using radars is in corridors and hallways, which are commonly available in most retirement and long-term care homes. To achieve in-corridor coverage, we designed an in-package hyperbola-based lens antenna integrated with a radar module package empowered by our fast and easy-to-implement gait extraction method. We validated system functionality by capturing spatiotemporal gait values (e.g., speed, step points, step time, step length, and step count) of people walking in a hallway. The results achieved in this work pave the way to explore the use of stand-alone radar-based sensors in long hallways in retirement apartment buildings or individual's homes for use in day-to-day long-term monitoring of gait parameters of older adults.

Identifiants

pubmed: 36616670
pii: s23010071
doi: 10.3390/s23010071
pmc: PMC9823537
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Références

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pubmed: 29186786
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pubmed: 16696738

Auteurs

Hajar Abedi (H)

Department of Systems Design Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada.

Jennifer Boger (J)

Department of Systems Design Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada.

Plinio Pelegrini Morita (PP)

School of Public Health Sciences, University of Waterloo, Waterloo, ON N2L 3G1, Canada.

Alexander Wong (A)

Department of Systems Design Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada.

George Shaker (G)

Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ON N2L 3G1, Canada.

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Classifications MeSH