Support Vector Machines for Young and Older Gait Classification using Inertial Sensor Kinematics at Minimum Toe Clearance

Support Vector Machines for Young and Older Gait Classification using Inertial Sensor Kinematics at Minimum Toe Clearance

The present study investigates the inertial sensor kinematics obtained at a critical toe-control event, Minimum Toe Clearance (MTC), to classify dierent age groups. Fourteen young and fourteen older adults performed treadmill walking at their preferred walking speed, wearing a shoe-mount inertial se...

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Bibliographic Details
Main Authors: Braveena Santhiranayagam, Daniel Lai, Rezaul Begg
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2016-12-01
Series:EAI Endorsed Transactions on Pervasive Health and Technology
Subjects:
inertial sensor
accelerometer
gyroscope
minimum toe clearance
support vector machine
Online Access:http://eudl.eu/doi/10.4108/eai.28-9-2015.2261579

Internet

http://eudl.eu/doi/10.4108/eai.28-9-2015.2261579

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