[HTML][HTML] Monitoring methods of human body joints: State-of-the-art and research challenges

AI Faisal, S Majumder, T Mondal, D Cowan, S Naseh… - Sensors, 2019 - mdpi.com
The world's population is aging: the expansion of the older adult population with multiple
physical and health issues is now a huge socio-economic concern worldwide. Among these …

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 …

Inertial sensors for human motion analysis: A comprehensive review

S García-de-Villa, D Casillas-Pérez… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Inertial motion analysis is having a growing interest during the last decades due to its
advantages over classical optical systems. The technological solution based on inertial …

[HTML][HTML] 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 …

Lower body kinematics monitoring in running using fabric-based wearable sensors and deep convolutional neural networks

M Gholami, A Rezaei, TJ Cuthbert, C Napier, C Menon - Sensors, 2019 - mdpi.com
Continuous kinematic monitoring of runners is crucial to inform runners of inappropriate
running habits. Motion capture systems are the gold standard for gait analysis, but they are …

A review of wearable IMU (inertial-measurement-unit)-based pose estimation and drift reduction technologies

J Zhao - Journal of Physics: Conference Series, 2018 - iopscience.iop.org
Accurate tracking of the orientation of a rigid object is important in several domains, such as
sports training, rehabilitation and animation. As technology develops, IMU-based method …

Semi-automatic sensor-to-body calibration of inertial sensors on lower limb using gait recording

M Nazarahari, H Rouhani - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
An inertial measurement unit (IMU) is the ideal technology for ambulatory measurement of
human motion. However, because an IMU measures acceleration and angular velocity in its …

Evaluating the use of machine learning in the assessment of joint angle using a single inertial sensor

R Argent, S Drummond, A Remus… - … of rehabilitation and …, 2019 - journals.sagepub.com
Introduction Joint angle measurement is an important objective marker in rehabilitation.
Inertial measurement units may provide an accurate and reliable method of joint angle …

Estimation of knee joint angle using a fabric-based strain sensor and machine learning: A preliminary investigation

M Gholami, A Ejupi, A Rezaei… - 2018 7th IEEE …, 2018 - ieeexplore.ieee.org
Monitoring human knee kinematics has various health applications including in-home
rehabilitation and longterm tracking of movements of people with knee disorders. We …

An IMUs-based extended Kalman filter to estimate gait lower limb sagittal kinematics for the control of wearable robotic devices

JS Lora-Millan, AF Hidalgo, E Rocon - IEEE Access, 2021 - ieeexplore.ieee.org
Inertial sensors have gained relevance as wearable sensors to acquire the kinematics of
human limbs through fusion sensor algorithms and biomechanical models. However, there …