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
- B Nataraj
- K R Prabha
- M Karthik
- D Mahiizharasu.
- R Saran
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