Concept Protocol for Developing a DAid® Smart Socks-Based Biofeedback System: Enhancing Injury Prevention in Football Through Real-Time Biomechanical Monitoring and Mixed Reality Feedback

Football players, particularly in youth leagues, face a high risk of lower limb injuries due to improper movement patterns. While programs like FIFA 11+ help reduce injuries, they lack real-time, personalized feedback for biomechanical correction. This concept protocol outlines the development of a DAid® smart socks-based biofeedback system that integrates biomechanical monitoring with mixed reality (MR) feedback to enhance injury prevention. The DAid® smart socks, equipped with pressure sensors and inertial measurement units (IMUs), track plantar pressure distribution and the center of pressure (COP). Real-time feedback is delivered via a Meta Quest 3 MR headset, enabling athletes to adjust movement patterns instantly. This protocol establishes a framework for evaluating the system’s feasibility and effectiveness in optimizing biomechanics and reducing injury risks. By combining wearable technology with MR-based feedback, this study advances injury prevention strategies, with potential applications in rehabilitation and performance training.

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Publication Details

Journal
Applied Sciences
Published
2025-02-04
DOI
https://doi.org/10.3390/app15031584
Citations
4
Primary Topic
Winter Sports Injuries and Performance
Type
article
Field-Weighted Citation Impact
6.07

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article

Concept Protocol for Developing a DAid® Smart Socks-Based Biofeedback System: Enhancing Injury Prevention in Football Through Real-Time Biomechanical Monitoring and Mixed Reality Feedback

Aleksejs Kataševs, Signe Tomsone, Anna Davidoviča, Guna Semjonova et al.
4 citations
Applied Sciences
Winter Sports Injuries and Performance
6.07
article

Concept Protocol for Developing a DAid® Smart Socks-Based Biofeedback System: Enhancing Injury Prevention in Football Through Real-Time Biomechanical Monitoring and Mixed Reality Feedback

Aleksejs Kataševs, Signe Tomsone, Anna Davidoviča, Guna Semjonova, Aleksandrs Okss, Linda Lancere, Sergejs Davidovičs, Lydia Kamynina, Alise Jonate
article en
4 citations

Abstract

Football players, particularly in youth leagues, face a high risk of lower limb injuries due to improper movement patterns. While programs like FIFA 11+ help reduce injuries, they lack real-time, personalized feedback for biomechanical correction. This concept protocol outlines the development of a DAid® smart socks-based biofeedback system that integrates biomechanical monitoring with mixed reality (MR) feedback to enhance injury prevention. The DAid® smart socks, equipped with pressure sensors and inertial measurement units (IMUs), track plantar pressure distribution and the center of pressure (COP). Real-time feedback is delivered via a Meta Quest 3 MR headset, enabling athletes to adjust movement patterns instantly. This protocol establishes a framework for evaluating the system’s feasibility and effectiveness in optimizing biomechanics and reducing injury risks. By combining wearable technology with MR-based feedback, this study advances injury prevention strategies, with potential applications in rehabilitation and performance training.

Applied SciencesVol. 15(3)
Vidzeme University of Applied Sciences (LV), Riga Technical University (LV), Riga Stradiņš University (LV)
Latvijas Zinātnes Padome
Openalex Percentile: Top 4%
Winter Sports Injuries and Performance
6.07
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Concept Protocol for Developing a DAid® Smart Socks-Based Biofeedback System: Enhancing Injury Prevention in Football Through Real-Time Biomechanical Monitoring and Mixed Reality Feedback — Aleksejs Kataševs, Signe Tomsone, et al. · Applied Sciences (2025) | TGRS Research Map | TGRS