Automatically Segmenting Physical Performance Test Items for Older Adults Using a Doppler Radar: A Proof of Concept Study

Automatically Segmenting Physical Performance Test Items for Older Adults Using a Doppler Radar: A Proof of Concept Study

Assessing the performance of physical activities through the modified physical performance test (mPPT) is a known approach for predicting frailty levels in older adults. This study proposes a system comprising a continuous-wave (CW) radar for data acquisition and deep neural network (DNN) models (co...

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Bibliographic Details
Main Authors: Yiyuan Zhang, Oluwatosin John Babarinde, Pengxuan Han, Xiangyu Wang, Peter Karsmakers, Dominique M. M.-P. Schreurs, Sabine Verschueren, Bart Vanrumste
Format: article
Language:EN
Published: IEEE 2021
Subjects:
Activity performance monitoring
deep learning
frailty level
older adults
radar sensor
Electrical engineering. Electronics. Nuclear engineering
TK1-9971
Online Access:https://doaj.org/article/fcac2957838d4b72beaeb5aed3ff7578
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https://doaj.org/article/fcac2957838d4b72beaeb5aed3ff7578

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