Machine Learning Strategies for Low-Cost Insole-Based Prediction of Center of Gravity during Gait in Healthy Males

Machine Learning Strategies for Low-Cost Insole-Based Prediction of Center of Gravity during Gait in Healthy Males

Whole-body center of gravity (CG) movements in relation to the center of pressure (COP) offer insights into the balance control strategies of the human body. Existing CG measurement methods using expensive measurement equipment fixed in a laboratory environment are not intended for continuous monito...

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Bibliographic Details
Main Authors: Jose Moon, Dongjun Lee, Hyunwoo Jung, Ahnryul Choi, Joung Hwan Mun
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Sensors
Subjects:
center of gravity
balance
insole system
gait analysis
gait phase classification
feature engineering
Online Access:https://www.mdpi.com/1424-8220/22/9/3499

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