Unsupervised Cluster Analysis of Walking Activity Data for Healthy Individuals and Individuals with Lower Limb Amputation

Unsupervised Cluster Analysis of Walking Activity Data for Healthy Individuals and Individuals with Lower Limb Amputation

This is the first investigation to perform an unsupervised cluster analysis of activities performed by individuals with lower limb amputation (ILLAs) and individuals without gait impairment, in free-living conditions. Eight individuals with no gait impairments and four ILLAs wore a thigh-based accel...

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Bibliographic Details
Main Authors: Alexander Jamieson, Laura Murray, Vladimir Stankovic, Lina Stankovic, Arjan Buis
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
activity recognition
clustering
prosthetics
unsupervised learning
Online Access:https://www.mdpi.com/1424-8220/23/19/8164

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