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Local Data Processing

1 - Edge Computing Architecture

  • Data Acquisition Module: Collects raw signals from sensors in real time.

  • Preprocessing Module: Filters noise, corrects anomalies, and formats data consistently.

  • Local Analysis Module: Runs lightweight algorithms for immediate feedback (e.g., high-stress alerts).

2 - Real-Time Analysis Modules

  • Functionality: Provide instant readouts (e.g., detecting a student’s sudden drop in attention).

  • Algorithms: Classify states such as focus, distraction, or stress.

  • User Feedback: Prompt visual or audible alerts for teachers to intervene promptly.