Estimation of Lower Extremity Muscle Activity in Gait Using the Wearable Inertial Measurement Units and Neural Network

Estimation of Lower Extremity Muscle Activity in Gait Using the Wearable Inertial Measurement Units and Neural Network

The inertial measurement unit (IMU) has become more prevalent in gait analysis. However, it can only measure the kinematics of the body segment it is attached to. Muscle behaviour is an important part of gait analysis and provides a more comprehensive overview of gait quality. Muscle behaviour can b...

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Bibliographic Details
Main Authors: Min Khant, Darwin Gouwanda, Alpha A. Gopalai, King Hann Lim, Chee Choong Foong
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
inertial sensor
muscle activity
EMG
neural network
long short-term memory
Online Access:https://www.mdpi.com/1424-8220/23/1/556

Internet

https://www.mdpi.com/1424-8220/23/1/556

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