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A novel IoT-based health and tactical analysis model with fog computing
Aykut Karakaya1, Sedat Akleylek2
1Department of Computer Technologies, Bulent Ecevit University, Zonguldak, Turkey.
This study introduces a fog computing and Internet of Things (IoT) architecture for real-time sports monitoring. It enhances player safety and strategic analysis through sensor data processing and secure data management.
Area of Science:
- Sports Science
- Computer Science
- Network Engineering
Background:
- Sports competitions pose risks like player injury and health emergencies.
- Real-time strategic analysis is crucial for team performance.
- Existing systems lack integrated health monitoring and advanced analytics.
Purpose of the Study:
- To propose a novel fog computing and Internet of Things (IoT) based architecture.
- To enhance player and spectator safety through continuous health monitoring.
- To enable advanced strategic analysis for improved team performance.
Main Methods:
- Utilized sensors (blood pressure, temperature, heart rate, location) for player and spectator monitoring.
- Implemented a fog computing layer for low-latency data processing and analysis.
- Employed a modified priority queue algorithm for efficient task management in the fog layer.
- Integrated Federated Lightweight Authentication of Things (FLAT) for data security and privacy.
- Leveraged a Software Defined Network (SDN) controller with blockchain for data integrity.
Main Results:
- The proposed architecture enables real-time health monitoring and strategic insights.
- Low-latency processing ensures timely information delivery to technical staff and doctors.
- Enhanced data security, confidentiality, and integrity are achieved through FLAT and blockchain.
- The system effectively supports the development of new technical strategies.
Conclusions:
- The fog computing and IoT architecture offers a robust solution for sports event safety and performance optimization.
- Real-time data analytics and secure data management are vital for modern sports.
- This integrated approach can significantly reduce risks and improve decision-making in sports competitions.
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