Utilization of Micro-Doppler Radar to Classify Gait Patterns of Young and Elderly Adults: An Approach Using a Long Short-Term Memory Network

To develop a daily monitoring system for early detection of fall risk of elderly people during walking, this study presents a highly accurate micro-Doppler radar (MDR)-based gait classification method for the young and elderly adults. Our method utilizes a time-series of velocity corresponding to le...

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Detalles Bibliográficos
Autores principales: Hayashi, Sora, Saho, Kenshi, Shioiri, Keitaro, Fujimoto, Masahiro, Masugi, Masao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Communication
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8197185/
https://www.ncbi.nlm.nih.gov/pubmed/34073806
http://dx.doi.org/10.3390/s21113643

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8197185/
https://www.ncbi.nlm.nih.gov/pubmed/34073806
http://dx.doi.org/10.3390/s21113643

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