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Gait Analysis Methods: An Overview of Wearable and Non-Wearable Systems, Highlighting Clinical Applications

Sensors · 2014 · Vol. 14(2) · pp. 3362–3394
Alvaro Muro-de-la-HerranBegonya García-ZapirainAmaia Méndez Zorrilla

Abstract

This article presents a review of the methods used in recognition and analysis of the human gait from three different approaches: image processing, floor sensors and sensors placed on the body. Progress in new technologies has led the development of a series of devices and techniques which allow for objective evaluation, making measurements more efficient and effective and providing specialists with reliable information. Firstly, an introduction of the key gait parameters and semi-subjective methods is presented. Secondly, technologies and studies on the different objective methods are reviewed. Finally, based on the latest research, the characteristics of each method are discussed. 40% of the reviewed articles published in late 2012 and 2013 were related to non-wearable systems, 37.5% presented inertial sensor-based systems, and the remaining 22.5% corresponded to other wearable systems. An increasing number of research works demonstrate that various parameters such as precision, conformability, usability or transportability have indicated that the portable systems based on body sensors are promising methods for gait analysis.

Gait Recognition and AnalysisDiabetic Foot Ulcer Assessment and ManagementIndoor and Outdoor Localization TechnologiesWearable computerUsabilityComputer scienceGait analysisGaitInertial measurement unitWearable technologyHuman–computer interactionKey (lock)Artificial intelligence
Citations
1,117
FWCI
34.16
field-weighted impact
References
91
Percentile
100%
vs. same field & year
Citations per year
References
Performance‐Oriented Assessment of Mobility Problems in Elderly Patients
Journal of the American Geriatrics Society · 1986 · 3,317 citations
Gait Analysis Using Wearable Sensors
Sensors · 2012 · 1,139 citations
Gait Assessment in Parkinson's Disease: Toward an Ambulatory System for Long-Term Monitoring
IEEE Transactions on Biomedical Engineering · 2004 · 653 citations
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