Gymnastik- och idrottshögskolan, GIH

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Validation of algorithms for calculating spatiotemporal gait parameters during continuous turning using lumbar and foot mounted inertial measurement units
Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.ORCID iD: 0000-0001-7431-2144
Swedish School of Sport and Health Sciences, GIH, Department of Physiology, Nutrition and Biomechanics. Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.ORCID iD: 0000-0001-8817-6016
Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
Karolinska University Hospital, Motion Analysis Laboratory, Stockholm, Sweden.
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2024 (English)In: Journal of Biomechanics, ISSN 0021-9290, E-ISSN 1873-2380, Vol. 162, article id 111907Article in journal (Refereed) Published
Abstract [en]

Spatiotemporal gait parameters such as step time and walking speed can be used to quantify gait performance and determine physical function. Inertial measurement units (IMUs) allow for the measurement of spatiotemporal gait parameters in unconstrained environments but must be validated against a gold standard.

While many IMU systems and algorithms have been validated during treadmill walking and overground walking in a straight line, fewer studies have validated algorithms during more complex walking conditions such as continuous turning in different directions.

This study explored the concurrent validity in a population of healthy adults (range 26–52 years) of three different algorithms using lumbar and foot mounted IMUs to calculate spatiotemporal gait parameters: two methods utilizing an inverted pendulum model, and one method based on strapdown integration. IMU data was compared to a Vicon twelve-camera optoelectronic system, using data collected from 9 participants performing straight walking and continuous walking trials at different speeds, resulting in 162 walking trials in total. Intraclass correlation coefficients (ICCa,1) for absolute agreement were calculated between the algorithm outputs and Vicon output.

Temporal parameters were comparable in all methods and ranged from moderate to excellent, except double support time which was poor. Strapdown integration performed better for estimating spatial parameters than pendulum models during straight walking, but worse during turning. Selecting the most appropriate model should take into consideration both speed and walking condition.

Place, publisher, year, edition, pages
Elsevier, 2024. Vol. 162, article id 111907
Keywords [en]
Turning, Walking, Inertial measurement unit, Gait, Validation
National Category
Physiology
Research subject
Medicine/Technology
Identifiers
URN: urn:nbn:se:gih:diva-8004DOI: 10.1016/j.jbiomech.2023.111907ISI: 001149727600001PubMedID: 38134464OAI: oai:DiVA.org:gih-8004DiVA, id: diva2:1822400
Available from: 2023-12-22 Created: 2023-12-22 Last updated: 2024-02-22

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Tinmark, Fredrik

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