Sports Analysis via Wearable Device

In sports analytics, accurately assessing athlete performance is crucial yet challenging, often hindered by athlete’s limited technical understanding, leading to misinterpretations. To address this, an innovative approach integrates sensors and microcontrollers into athletic attire. These sensors capture real-time data on movement patterns, biomechanics, and physiological responses, processed by microcontrollers for immediate athlete feedback. Utilizing Decision tree algorithms, meaningful patterns and trends are extracted, facilitating objective evaluation free from biases. This objective assessment enhances performance, enables personalized training, and aids in injury prevention through longitudinal tracking. Customization ensures applicability across sports and individual athlete needs, promising to revolutionize sports analytics by optimizing performance while minimizing subjective biases.

Authors

Publication Details

Published
2024-09-18
DOI
https://doi.org/10.1109/icosec61587.2024.10722405
Citations
1
Primary Topic
Sports Performance and Training
Type
article
Field-Weighted Citation Impact
0.48
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article

Sports Analysis via Wearable Device

B Nataraj, K R Prabha, M Karthik, D Mahiizharasu. et al.
1 citations
Sports Performance and Training
0.48
article

Sports Analysis via Wearable Device

B Nataraj, K R Prabha, M Karthik, D Mahiizharasu., R Saran
article en
1 citations

Abstract

In sports analytics, accurately assessing athlete performance is crucial yet challenging, often hindered by athlete’s limited technical understanding, leading to misinterpretations. To address this, an innovative approach integrates sensors and microcontrollers into athletic attire. These sensors capture real-time data on movement patterns, biomechanics, and physiological responses, processed by microcontrollers for immediate athlete feedback. Utilizing Decision tree algorithms, meaningful patterns and trends are extracted, facilitating objective evaluation free from biases. This objective assessment enhances performance, enables personalized training, and aids in injury prevention through longitudinal tracking. Customization ensures applicability across sports and individual athlete needs, promising to revolutionize sports analytics by optimizing performance while minimizing subjective biases.

Openalex Percentile: Top 36%
Sports Performance and Training
0.48
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