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  4. Pre-impact detection algorithm to identify lack of balance due to tripping-like perturbations
 
conference paper

Pre-impact detection algorithm to identify lack of balance due to tripping-like perturbations

Aprigliano, F.
•
Guaitolini, M.
•
Sabatini, A. M.
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January 1, 2019
2019 41St Annual International Conference Of The Ieee Engineering In Medicine And Biology Society (Embc)
41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

This study investigates the performance of an updated version of our pre-impact detection algorithm while parsing out hip kinematics in order to identify unexpected tripping-like perturbations during walking. This approach grounds on the hypothesis that due to unexpected gait disturbances, the cyclic features of hip kinematics are suddenly altered thus promptly highlighting that the balance is challenged. To achieve our goal, hip angles of eight healthy young subjects were recorded while they were managing unexpected tripping trials delivered during the steady locomotion. Results showed that the updated version of our pre-impact detection algorithm allows for identifying a lack of balance due to tripping-like perturbations, after a suitable tuning of the algorithm parameters. The best performance is represented by a mean detection time ranging within 0.8-0.9 s with a low percentage of false alarms (i.e., lower than 10%). Accordingly, we can conclude that the proposed strategy is able to detect lack of balance due to different kinds of gait disturbances (e.g., slippages, tripping) and that it could be easily implemented in lower limb orthoses/prostheses since it only relies on joint angles.

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Type
conference paper
DOI
10.1109/EMBC.2019.8856383
Web of Science ID

WOS:000557295302195

Author(s)
Aprigliano, F.
Guaitolini, M.
Sabatini, A. M.
Micera, S.  
Monaco, V
Date Issued

2019-01-01

Publisher

IEEE

Publisher place

New York

Published in
2019 41St Annual International Conference Of The Ieee Engineering In Medicine And Biology Society (Embc)
ISBN of the book

978-1-5386-1311-5

Series title/Series vol.

IEEE Engineering in Medicine and Biology Society Conference Proceedings

Start page

2430

End page

2433

Subjects

slipping-like perturbations

•

falls

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
TNE  
Event nameEvent placeEvent date
41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Berlin, GERMANY

Jul 23-27, 2019

Available on Infoscience
September 12, 2020
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/171624
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