Wearables for running gait analysis: A systematic review

R Mason, LT Pearson, G Barry, F Young, O Lennon… - Sports Medicine, 2023 - Springer
Background Running gait assessment has traditionally been performed using subjective
observation or expensive laboratory-based objective technologies, such as three …

Is this the real life, or is this just laboratory? A sco** review of IMU-based running gait analysis

LC Benson, AM Räisänen, CA Clermont, R Ferber - Sensors, 2022 - mdpi.com
Inertial measurement units (IMUs) can be used to monitor running biomechanics in real-
world settings, but IMUs are often used within a laboratory. The purpose of this sco** …

Wearable sensor-based real-time gait detection: A systematic review

H Prasanth, M Caban, U Keller, G Courtine, A Ijspeert… - Sensors, 2021 - mdpi.com
Gait analysis has traditionally been carried out in a laboratory environment using expensive
equipment, but, recently, reliable, affordable, and wearable sensors have enabled …

[HTML][HTML] Wearable sensors for activity monitoring and motion control: A review

X Wang, H Yu, S Kold, O Rahbek, S Bai - Biomimetic Intelligence and …, 2023 - Elsevier
Wearable sensors for activity monitoring currently are being designed and developed,
driven by an increasing demand in health care for noninvasive patient monitoring and …

Human gait activity recognition machine learning methods

J Slemenšek, I Fister, J Geršak, B Bratina… - Sensors, 2023 - mdpi.com
Human gait activity recognition is an emerging field of motion analysis that can be applied in
various application domains. One of the most attractive applications includes monitoring of …

Estimation of gait events and kinetic waveforms with wearable sensors and machine learning when running in an unconstrained environment

SR Donahue, ME Hahn - Scientific Reports, 2023 - nature.com
Wearable sensors and machine learning algorithms are becoming a viable alternative for
biomechanical analysis outside of the laboratory. The purpose of this work was to estimate …

Unsupervised Gait Event Identification with a Single Wearable Accelerometer and/or Gyroscope: A Comparison of Methods across Running Speeds, Surfaces, and …

D Kiernan, K Dunn Siino, DA Hawkins - Sensors, 2023 - mdpi.com
We evaluated 18 methods capable of identifying initial contact (IC) and terminal contact (TC)
gait events during human running using data from a single wearable sensor on the shank or …

Does site matter? impact of inertial measurement unit placement on the validity and reliability of stride variables during running: a systematic review and meta-analysis

BJ Horsley, PJ Tofari, SL Halson, JG Kemp, J Dickson… - Sports Medicine, 2021 - Springer
Abstract Background Inertial measurement units (IMUs) are used for running gait analysis in
a variety of sports. These sensors have been attached at various locations to capture stride …

The validity of a three-dimensional motion capture system and the garmin running dynamics pod in connection with an assessment of ground contact time while …

M Drobnič, N Verdel, HC Holmberg, M Supej - Sensors, 2023 - mdpi.com
A three-dimensional motion capture system (MoCap) and the Garmin Running Dynamics
Pod can be utilised to monitor a variety of dynamic parameters during running. The present …

Automated gait event detection for a variety of locomotion tasks using a novel gyroscope-based algorithm

C Fadillioglu, BJ Stetter, S Ringhof, FC Krafft, S Sell… - Gait & posture, 2020 - Elsevier
Background The robust identification of initial contact (IC) and toe-off (TO) events is a vital
task in mobile sensor-based gait analysis. Shank attached gyroscopes in combination with …