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 scoping 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 scoping …

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 …

Measuring biomechanical loads in team sports–from lab to field

J Verheul, NJ Nedergaard… - … and Medicine in …, 2020 - Taylor & Francis
The benefits of differentiating between the physiological and biomechanical load-response
pathways in football and other (team) sports have become increasingly recognised. In …

Multidimensional ground reaction forces and moments from wearable sensor accelerations via deep learning

WR Johnson, A Mian, MA Robinson… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Objective: Monitoring athlete internal workload exposure, including prevention of
catastrophic non-contact knee injuries, relies on the existence of a custom early-warning …

Predicting athlete ground reaction forces and moments from spatio-temporal driven CNN models

WR Johnson, J Alderson, D Lloyd… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The accurate prediction of three-dimensional (3-D) ground reaction forces and moments
(GRF/Ms) outside the laboratory setting would represent a watershed for on-field …

Mechanical Player Load™ using trunk-mounted accelerometry in football: Is it a reliable, task-and player-specific observation?

P Barreira, MA Robinson, B Drust… - Journal of sports …, 2017 - Taylor & Francis
The aim of the present study was to examine reliability and construct convergent validity of
Player Load™(PL) from trunk-mounted accelerometry, expressed as a cumulative measure …

Validity of a trunk-mounted accelerometer to assess peak accelerations during walking, jogging and running

DWT Wundersitz, PB Gastin, C Richter… - European journal of …, 2015 - Taylor & Francis
The purpose of this study was to validate peak acceleration data from an accelerometer
contained within a wearable tracking device while walking, jogging and running. Thirty-nine …

Wireless tri-axial trunk accelerometry detects deviations in dynamic center of mass motion due to running-induced fatigue

KH Schütte, EA Maas, V Exadaktylos, D Berckmans… - PloS one, 2015 - journals.plos.org
Small wireless trunk accelerometers have become a popular approach to unobtrusively
quantify human locomotion and provide insights into both gait rehabilitation and sports …

The relationship between whole-body external loading and body-worn accelerometry during team-sport movements

NJ Nedergaard, MA Robinson… - … journal of sports …, 2017 - journals.humankinetics.com
Purpose: To investigate the relationship between whole-body accelerations and body-worn
accelerometry during team-sport movements. Methods: Twenty male team-sport players …