Validation and comparison of shank and lumbar-worn IMUs for step time estimation

Files in This Item:
 File SizeFormat
Downloadinsight_publication.pdf12.09 MBAdobe PDF
Title: Validation and comparison of shank and lumbar-worn IMUs for step time estimation
Authors: Johnston, WilliamPatterson, MatthewO'Mahony, NiamhCaulfield, Brian
Permanent link: http://hdl.handle.net/10197/8334
Date: 21-Dec-2016
Online since: 2017-02-13T13:32:49Z
Abstract: Gait assessment is frequently used as an outcome measure to determine changes in an individual's mobility and disease processes. Inertial measurement units (IMUs) are quickly becoming commonplace in gait analysis. The purpose of this study was to determine and compare the validity of shank and lumbar IMU mounting locations in the estimation of temporal gait features. Thirty-seven adults performed 20 walking trials each over a gold standard force platform while wearing shank and lumbar-mounted IMUs. Data from the IMUs were used to estimate step times using previously published algorithms and were compared with those derived from the force platform. There was an excellent level of correlation between the force platform and shank (r=0.95) and lumbar-mounted (r=0.99) IMUs. Bland-Altman analysis demonstrated high levels of agreement between the IMU and the force platform step times. Confidence interval widths were 0.0782 s for the shank and 0.0367 s for the lumbar. Both IMU mounting locations provided accurate step time estimations, with the lumbar demonstrating a marginally superior level of agreement with the force platform. This validation indicates that the IMU system is capable of providing step time estimates within 2% of the gold standard force platform measurement.
Funding Details: Science Foundation Ireland
Funding Details: Shimmer, Dublin
Type of material: Journal Article
Publisher: De Gruyter
Journal: Biomedical Engineering
Volume: 62
Issue: 5
Keywords: Personal sensingGaitIMULumbarShankStep time
DOI: 10.1515/bmt-2016-0120
Language: en
Status of Item: Peer reviewed
This item is made available under a Creative Commons License: https://creativecommons.org/licenses/by-nc-nd/3.0/ie/
Appears in Collections:Insight Research Collection

Show full item record

SCOPUSTM   
Citations 50

2
Last Week
0
Last month
1
checked on Sep 12, 2020

Page view(s)

1,105
Last Week
5
Last month
10
checked on May 26, 2022

Download(s) 50

310
checked on May 26, 2022

Google ScholarTM

Check

Altmetric


If you are a publisher or author and have copyright concerns for any item, please email research.repository@ucd.ie and the item will be withdrawn immediately. The author or person responsible for depositing the article will be contacted within one business day.