Survey of motion tracking methods based on inertial sensors: A focus on upper limb human motion

A Filippeschi, N Schmitz, M Miezal, G Bleser, E Ruffaldi… - Sensors, 2017 - mdpi.com
Motion tracking based on commercial inertial measurements units (IMUs) has been widely
studied in the latter years as it is a cost-effective enabling technology for those applications …

Inertial sensor-based gait recognition: A review

S Sprager, MB Juric - Sensors, 2015 - mdpi.com
With the recent development of microelectromechanical systems (MEMS), inertial sensors
have become widely used in the research of wearable gait analysis due to several factors …

IMU-based joint angle measurement for gait analysis

T Seel, J Raisch, T Schauer - Sensors, 2014 - mdpi.com
This contribution is concerned with joint angle calculation based on inertial measurement
data in the context of human motion analysis. Unlike most robotic devices, the human body …

Inertial measurement units for clinical movement analysis: Reliability and concurrent validity

M Al-Amri, K Nicholas, K Button, V Sparkes, L Sheeran… - Sensors, 2018 - mdpi.com
The aim of this study was to investigate the reliability and concurrent validity of a
commercially available Xsens MVN BIOMECH inertial-sensor-based motion capture system …

A machine learning framework for gait classification using inertial sensors: Application to elderly, post-stroke and huntington's disease patients

A Mannini, D Trojaniello, A Cereatti, AM Sabatini - Sensors, 2016 - mdpi.com
Machine learning methods have been widely used for gait assessment through the
estimation of spatio-temporal parameters. As a further step, the objective of this work is to …

Concurrent validation of Xsens MVN measurement of lower limb joint angular kinematics

JT Zhang, AC Novak, B Brouwer… - Physiological …, 2013 - iopscience.iop.org
This study aims to validate a commercially available inertial sensor based motion capture
system, Xsens MVN BIOMECH using its native protocols, against a camera-based motion …

25 years of lower limb joint kinematics by using inertial and magnetic sensors: A review of methodological approaches

P Picerno - Gait & posture, 2017 - Elsevier
Joint kinematics is typically limited to the laboratory environment, and the restricted volume
of capture may vitiate the execution of the motor tasks under analysis. Conversely, clinicians …

Estimation of gait mechanics based on simulated and measured IMU data using an artificial neural network

M Mundt, A Koeppe, S David, T Witter… - … in bioengineering and …, 2020 - frontiersin.org
Enhancement of activity is one major topic related to the aging society. Therefore, it is
necessary to understand people's motion and identify possible risk factors during activity …

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 …

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 …