Assessing human motion during exercise using machine learning: A literature review

F Frangoudes, M Matsangidou, EC Schiza… - IEEE …, 2022 - ieeexplore.ieee.org
The World Health Organization promotes healthy living through regular physical activities,
such as exercise and sports, as well as access to healthcare and rehabilitation services for …

[HTML][HTML] Classification of human motion data based on inertial measurement units in sports: a sco** review

C Kranzinger, S Bernhart, W Kremser, V Venek… - Applied Sciences, 2023 - mdpi.com
Inertial measurement units (IMU) are widely used in sports applications to digitise human
motion by measuring acceleration and rotational velocity in three-dimensional space. A …

[PDF][PDF] Evaluation of Tennis Teaching Effect Using Optimized DL Model with Cloud Computing System

SS Vellela, MV Rao, SV Mantena… - … Journal of Modern …, 2024 - mecs-press.org
Evidence from psychology and behaviour therapy shows that engaging in sports activities at
home might help alleviate stress and depression during COVID-19 lockdown periods. A …

A deep learning approach for table tennis forehand stroke evaluation system using an IMU sensor

SS Tabrizi, S Pashazadeh… - Computational …, 2021 - Wiley Online Library
Psychological and behavioral evidence suggests that home sports activity reduces negative
moods and anxiety during lockdown days of COVID‐19. Low‐cost, nonintrusive, and privacy …

Development and Evaluation of a Hybrid Measurement System to Determine the Kinematics of the Wrist

J Dellai, MA Gilles, O Remy, L Claudon, G Dietrich - Sensors, 2024 - mdpi.com
Optical Motion Capture Systems (OMCSs) are considered the gold standard for kinematic
measurement of human movements. However, in situations such as measuring wrist …

[HTML][HTML] Measuring upper limb kinematics of forehand and backhand topspin drives with IMU sensors in wheelchair and able-bodied table tennis players

JW Yam, JW Pan, PW Kong - Sensors, 2021 - mdpi.com
To better understand the biomechanics of para-table tennis players, this study compared the
shoulder, elbow, and wrist joint kinematics among able-bodied (AB) and wheelchair players …

[PDF][PDF] TennBasTech: A scientific approach to teach tennis

G Mulya, AS Lengkana, R Agustryani - International Journal of …, 2021 - academia.edu
From a curriculum perspective, technology has two meanings; as a tool and as a system.
Technology as a tool supports the learning process, and technology as a system is related to …

[HTML][HTML] Creating a scoring system with an armband wearable device for table tennis forehand loop training: Combined use of the principal component analysis and …

WL Wu, JM Liang, CF Chen, KL Tsai, NS Chen, KC Lin… - Sensors, 2021 - mdpi.com
Background: This study presents an intelligent table tennis e-training system based on a
neural network (NN) model that recognizes data from sensors built into an armband device …

[HTML][HTML] A Novel Internet of Things-Based System for Ten-Pin Bowling

I Zosimadis, I Stamelos - IoT, 2023 - mdpi.com
Bowling is a target sport that is popular among all age groups with professionals and
amateur players. Delivering an accurate and consistent bowling throw into the lane requires …

[HTML][HTML] Assessing and Enhancing Movement Quality Using Wearables and Consumer Technologies: Thematic Analysis of Expert Perspectives

TA Swain, MA McNarry… - JMIR Formative …, 2024 - formative.jmir.org
Background: Improvements in movement quality (ie, how well an individual moves) facilitate
increases in movement quantity, subsequently improving general health and quality of life …