Indirect measurement of ground reaction forces and moments by means of wearable inertial sensors: A systematic review

A Ancillao, S Tedesco, J Barton, B O'Flynn - Sensors, 2018 - mdpi.com
In the last few years, estimating ground reaction forces by means of wearable sensors has
come to be a challenging research topic paving the way to kinetic analysis and sport …

Inertial sensor-based lower limb joint kinematics: A methodological systematic review

I Weygers, M Kok, M Konings, H Hallez, H De Vroey… - Sensors, 2020 - mdpi.com
The use of inertial measurement units (IMUs) has gained popularity for the estimation of
lower limb kinematics. However, implementations in clinical practice are still lacking. The …

Smart helmet 5.0 for industrial internet of things using artificial intelligence

I Campero-Jurado, S Márquez-Sánchez… - Sensors, 2020 - mdpi.com
Information and communication technologies (ICTs) have contributed to advances in
Occupational Health and Safety, improving the security of workers. The use of Personal …

Assessment of walking features from foot inertial sensing

AM Sabatini, C Martelloni, S Scapellato… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
An ambulatory monitoring system is developed for the estimation of spatio-temporal gait
parameters. The inertial measurement unit embedded in the system is composed of one …

A comparison of machine learning models' accuracy in predicting lower-limb joints' kinematics, kinetics, and muscle forces from wearable sensors

SM Moghadam, T Yeung, J Choisne - Scientific reports, 2023 - nature.com
A combination of wearable sensors' data and Machine Learning (ML) techniques has been
used in many studies to predict specific joint angles and moments. The aim of this study was …

Validity and reliability of wearable inertial sensors in healthy adult walking: A systematic review and meta-analysis

D Kobsar, JM Charlton, CTF Tse, JF Esculier… - … of neuroengineering and …, 2020 - Springer
Abstract Background Inertial measurement units (IMUs) offer the ability to measure walking
gait through a variety of biomechanical outcomes (eg, spatiotemporal, kinematics, other) …

Estimating lower extremity running gait kinematics with a single accelerometer: A deep learning approach

M Gholami, C Napier, C Menon - Sensors, 2020 - mdpi.com
Abnormal running kinematics are associated with an increased incidence of lower extremity
injuries among runners. Accurate and unobtrusive running kinematic measurement plays an …

Optimization of IMU sensor placement for the measurement of lower limb joint kinematics

W Niswander, W Wang, K Kontson - Sensors, 2020 - mdpi.com
There is an increased interest in using wearable inertial measurement units (IMUs) in
clinical contexts for the diagnosis and rehabilitation of gait pathologies. Despite this interest …

Determining anatomical frames via inertial motion capture: A survey of methods

RV Vitali, NC Perkins - Journal of Biomechanics, 2020 - Elsevier
Despite the exponential growth in using inertial measurement units (IMUs) for
biomechanical studies, future growth in “inertial motion capture” is stymied by a fundamental …

Position-sensing technologies for movement analysis in stroke rehabilitation

H Zheng, ND Black, ND Harris - Medical and biological engineering and …, 2005 - Springer
Research has focused on improvement of the quality of life of stroke patients. Gait detection,
kinematics and kinetics analysis, home-based rehabilitation and telerehabilitation are the …