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[HTML][HTML] Monitoring methods of human body joints: State-of-the-art and research challenges
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 …
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
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 …
lower limb kinematics. However, implementations in clinical practice are still lacking. The …
Inertial sensors for human motion analysis: A comprehensive review
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 …
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
Abnormal running kinematics are associated with an increased incidence of lower extremity
injuries among runners. Accurate and unobtrusive running kinematic measurement plays an …
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
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 …
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 …
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
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 …
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
Introduction Joint angle measurement is an important objective marker in rehabilitation.
Inertial measurement units may provide an accurate and reliable method of joint angle …
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
Monitoring human knee kinematics has various health applications including in-home
rehabilitation and longterm tracking of movements of people with knee disorders. We …
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
Inertial sensors have gained relevance as wearable sensors to acquire the kinematics of
human limbs through fusion sensor algorithms and biomechanical models. However, there …
human limbs through fusion sensor algorithms and biomechanical models. However, there …