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Extended application of inertial measurement units in biomechanics: From activity recognition to force estimation
W Liang, F Wang, A Fan, W Zhao, W Yao, P Yang - Sensors, 2023 - mdpi.com
Abnormal posture or movement is generally the indicator of musculoskeletal injuries or
diseases. Mechanical forces dominate the injury and recovery processes of musculoskeletal …
diseases. Mechanical forces dominate the injury and recovery processes of musculoskeletal …
NSF DARE—transforming modeling in neurorehabilitation: a patient-in-the-loop framework
Abstract In 2023, the National Science Foundation (NSF) and the National Institute of Health
(NIH) brought together engineers, scientists, and clinicians by sponsoring a conference on …
(NIH) brought together engineers, scientists, and clinicians by sponsoring a conference on …
Estimation of lower extremity joint moments and 3d ground reaction forces using imu sensors in multiple walking conditions: A deep learning approach
Human kinetics, specifically joint moments and ground reaction forces (GRFs) can provide
important clinical information and can be used to control assistive devices. Traditionally …
important clinical information and can be used to control assistive devices. Traditionally …
Fusion of video and inertial sensing data via dynamic optimization of a biomechanical model
Inertial sensing and computer vision are promising alternatives to traditional optical motion
tracking, but until now these data sources have been explored either in isolation or fused via …
tracking, but until now these data sources have been explored either in isolation or fused via …
[HTML][HTML] Estimating vertical ground reaction force during walking using a single inertial sensor
The vertical ground reaction force (vGRF) and its passive and active peaks are important
gait parameters and of great relevance for musculoskeletal injury analysis and prevention …
gait parameters and of great relevance for musculoskeletal injury analysis and prevention …
IMU and smartphone camera fusion for knee adduction and knee flexion moment estimation during walking
Wearable sensing and computer vision could move biomechanics from specialized
laboratories to natural environments, but better algorithms are needed to extract meaningful …
laboratories to natural environments, but better algorithms are needed to extract meaningful …
Wrist-worn hand gesture recognition while walking via transfer learning
Walking, one of the most common daily activities, causes unwanted movement artifacts
which can significantly deteriorate hand gesture recognition accuracy. However, traditional …
which can significantly deteriorate hand gesture recognition accuracy. However, traditional …
The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking
Gait analysis using foot-worn inertial measurement units has proven to be a reliable tool to
diagnose and monitor many neurological and musculoskeletal indications. However, only …
diagnose and monitor many neurological and musculoskeletal indications. However, only …
Sacral acceleration can predict whole-body kinetics and stride kinematics across running speeds
RS Alcantara, EM Day, ME Hahn, AM Grabowski - PeerJ, 2021 - peerj.com
Background Stress fractures are injuries caused by repetitive loading during activities such
as running. The application of advanced analytical methods such as machine learning to …
as running. The application of advanced analytical methods such as machine learning to …
An IMU-based ground reaction force estimation method and its application in walking balance assessment
X Liu, X Zhang, B Zhang, B Zhou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Walking is one of the most common daily movements of the human body. Therefore,
quantitative evaluation of human walking has been commonly used to assist doctors in …
quantitative evaluation of human walking has been commonly used to assist doctors in …