Literature DB >> 26609403

BioKin: an ambulatory platform for gait kinematic and feature assessment.

Samitha W Ekanayake1, Andrew J Morris1, Mike Forrester2, Pubudu N Pathirana1.   

Abstract

A platform to move gait analysis, which is normally restricted to a clinical environment in a well-equipped gait laboratory, into an ambulatory system, potentially in non-clinical settings is introduced. This novel system can provide functional measurements to guide therapeutic interventions for people requiring rehabilitation with limited access to such gait laboratories. BioKin system consists of three layers: a low-cost wearable wireless motion capture sensor, data collection and storage engine, and the motion analysis and visualisation platform. Moreover, a novel limb orientation estimation algorithm is implemented in the motion analysis platform. The performance of the orientation estimation algorithm is validated against the orientation results from a commercial optical motion analysis system and an instrumented treadmill. The study results demonstrate a root-mean-square error less than 4° and a correlation coefficient more than 0.95 when compared with the industry standard system. These results indicate that the proposed motion analysis platform is a potential addition to existing gait laboratories in order to facilitate gait analysis in remote locations.

Entities:  

Keywords:  BioKin system; ambulatory platform; correlation coefficient; data collection; feature assessment; gait analysis; gait kinematic; image motion analysis; instrumented treadmill; kinematics; limb orientation estimation algorithm; low-cost wearable wireless motion capture sensor; medical image processing; motion analysis platform; motion estimation; motion measurement; patient rehabilitation; root-mean-square error; storage engine; visualisation platform; wireless sensor networks

Year:  2015        PMID: 26609403      PMCID: PMC4613364          DOI: 10.1049/htl.2014.0094

Source DB:  PubMed          Journal:  Healthc Technol Lett        ISSN: 2053-3713


  25 in total

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Journal:  Arch Phys Med Rehabil       Date:  1992-07       Impact factor: 3.966

2.  Ambulatory measurement of ground reaction forces.

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Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2005-09       Impact factor: 3.802

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Authors:  D H Sutherland
Journal:  Gait Posture       Date:  2005-06       Impact factor: 2.840

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Authors:  D H Sutherland
Journal:  Gait Posture       Date:  2002-10       Impact factor: 2.840

5.  Ambulatory assessment of ankle and foot dynamics.

Authors:  H Martin Schepers; H F J M Koopman; Peter H Veltink
Journal:  IEEE Trans Biomed Eng       Date:  2007-05       Impact factor: 4.538

6.  A web-based system for home monitoring of patients with Parkinson's disease using wearable sensors.

Authors:  Bor-Rong Chen; Shyamal Patel; Thomas Buckley; Ramona Rednic; Douglas J McClure; Ludy Shih; Daniel Tarsy; Matt Welsh; Paolo Bonato
Journal:  IEEE Trans Biomed Eng       Date:  2010-10-28       Impact factor: 4.538

7.  Development and reliability of a system to classify gross motor function in children with cerebral palsy.

Authors:  R Palisano; P Rosenbaum; S Walter; D Russell; E Wood; B Galuppi
Journal:  Dev Med Child Neurol       Date:  1997-04       Impact factor: 5.449

8.  A practical gait analysis system using gyroscopes.

Authors:  K Tong; M H Granat
Journal:  Med Eng Phys       Date:  1999-03       Impact factor: 2.242

9.  Gait assessment in Parkinson's disease: toward an ambulatory system for long-term monitoring.

Authors:  Arash Salarian; Heike Russmann; François J G Vingerhoets; Catherine Dehollain; Yves Blanc; Pierre R Burkhard; Kamiar Aminian
Journal:  IEEE Trans Biomed Eng       Date:  2004-08       Impact factor: 4.538

10.  Evaluation of an ambulatory system for gait analysis in hip osteoarthritis and after total hip replacement.

Authors:  K Aminian; C Trevisan; B Najafi; H Dejnabadi; C Frigo; E Pavan; A Telonio; F Cerati; E C Marinoni; Ph Robert; P-F Leyvraz
Journal:  Gait Posture       Date:  2004-08       Impact factor: 2.840

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  3 in total

1.  A comprehensive scheme for the objective upper body assessments of subjects with cerebellar ataxia.

Authors:  Ha Tran; Khoa D Nguyen; Pubudu N Pathirana; Malcolm K Horne; Laura Power; David J Szmulewicz
Journal:  J Neuroeng Rehabil       Date:  2020-12-04       Impact factor: 4.262

2.  Measurement of Axial Rigidity and Postural Instability Using Wearable Sensors.

Authors:  Dung Phan; Malcolm Horne; Pubudu N Pathirana; Parisa Farzanehfar
Journal:  Sensors (Basel)       Date:  2018-02-07       Impact factor: 3.576

3.  Quantification of Axial Abnormality Due to Cerebellar Ataxia with Inertial Measurements.

Authors:  Nhan Nguyen; Dung Phan; Pubudu N Pathirana; Malcolm Horne; Laura Power; David Szmulewicz
Journal:  Sensors (Basel)       Date:  2018-08-24       Impact factor: 3.576

  3 in total

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