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
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
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