A method to estimate horse speed per stride from one IMU with a machine learning method

A Schmutz, L Chèze, J Jacques, P Martin - Sensors, 2020 - mdpi.com
With the emergence of numerical sensors in sports, there is an increasing need for tools and
methods to compute objective motion parameters with great accuracy. In particular, inertial …

Cnn-based speed detection algorithm for walking and running using wrist-worn wearable sensors

VDR Seethi, P Bharti - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
In recent years, there have been a surge in ubiquitous technologies such as smartwatches
and fitness trackers that can track the human physical activities effortlessly. These devices …

Knee Osteoarthritis Classification System Examination on Wearable Daily-Use IMU Layout

C Xia, T Maruyama, H Toda, M Tada, K Fujita… - Proceedings of the …, 2022 - dl.acm.org
The diagnostic approach for knee osteoarthritis that draws on kinematic characteristics
provides a solution other than imaging medicine. However, the gait-based kinematic …

A Multimodal Approach for Quantifying Walking Pace using Chest-worn Wearable sensors

M Fahim, R Gault, B Ahmaderaghi, L Bai… - 2024 18th …, 2024 - ieeexplore.ieee.org
Quantifying the walking pace of older people is considered an essential measurement when
evaluating functional mobility, the ability to live independently, and a predictor of adverse …

Improving energy expenditure estimation through activity classification and walking speed estimation using a smartwatch

O Aziz, S Zihajehzadeh, A Park… - 2020 42nd Annual …, 2020 - ieeexplore.ieee.org
Energy expenditure (EE) estimation is an important factor in tracking personal activity and
preventing chronic diseases, such as obesity and diabetes. The challenge is to provide …

Gait Speed Estimation Based on Artificial Neural Network: Comparison with the Application of the Inverted Pendulum Model

GA Castellanos, FEH Montero… - Progress in Artificial …, 2021 - Springer
One of the most analyzed physical activities is the human gait. Among the different gait
parameters, the gait speed is widely used in order to quantify improvements and specific …

[HTML][HTML] Johanna Schwarz

PD Gallery, GL Analyser, GAI Seminar - mad.tf.fau.de
Digital mobility outcomes (DMOs), such as walking speed and step length, show promise as
clinical measures in many medical conditions. They can indicate functional movement …

[PDF][PDF] A method to estimate horse speed at canter from IMU data with Machine Learning

A Schmutz, L Chèze, J Jacques, P Martin - 2019 - hal.science
According to Article 234 of the FEI Jumping Rules, horses speed for international
competitions has to be 350 m per minute minimum and 400 m per minute maximum, with …