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Title: Reducing slip risk : a feasibility study of gait training with semi-real-time feedback of foot–floor contact angle
Authors: Ma, CZH 
Bao, T
Dicesare, CA
Harris, I
Chambers, A
Shull, PB
Zheng, YP 
Cham, R
Sienko, KH
Issue Date: May-2022
Source: Sensors, May 2022, v. 22, no. 10, 3641
Abstract: Slip-induced falls, responsible for approximately 40% of falls, can lead to severe injuries and in extreme cases, death. A large foot–floor contact angle (FFCA) during the heel-strike event has been associated with an increased risk of slip-induced falls. The goals of this feasibility study were to design and assess a method for detecting FFCA and providing cues to the user to generate a compensatory FFCA response during a future heel-strike event. The long-term goal of this research is to train gait in order to minimize the likelihood of a slip event due to a large FFCA. An inertial measurement unit (IMU) was used to estimate FFCA, and a speaker provided auditory semi-real-time feedback when the FFCA was outside of a 10–20 degree target range following a heel-strike event. In addition to training with the FFCA feedback during a 10-min treadmill training period, the healthy young participants completed pre-and post-training overground walking trials. Results showed that training with FFCA feedback increased FFCA events within the target range by 16% for “high-risk” walkers (i.e., participants that walked with more than 75% of their FFCAs outside the target range) both during feedback treadmill trials and post-training overground trials without feedback, supporting the feasibility of training FFCA using a semi-real-time FFCA feedback system.
Keywords: Feedback
Foot–floor contact angle
Gait training
Inertial measurement unit
Slip
Publisher: Molecular Diversity Preservation International (MDPI)
Journal: Sensors 
EISSN: 1424-8220
DOI: 10.3390/s22103641
Rights: © 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
The following publication Ma, C. Z. H., Bao, T., DiCesare, C. A., Harris, I., Chambers, A., Shull, P. B., ... & Sienko, K. H. (2022). Reducing Slip Risk: A Feasibility Study of Gait Training with Semi-Real-Time Feedback of Foot–Floor Contact Angle. Sensors, 22(10), 3641 is available at https://dx.doi.org/10.3390/s22103641
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