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Wi-Mind

The goal of this project was to infer with humans cognitive load. Its preliminary results were presented in UbitTention workshop article and a more detailed description of overall system was presented in master thesis at University of Ljubljana.

The project contains:

  • wireless monitoring module (GNU Radio's gr-radar module)
  • feature extraction module (to filter and extract human breathing and heartrate features), along with neural network evaluation approach
  • machine learning (Orange's workflows)
  • band heart rate app (application for Android to acquire heart rate from Microsoft Band 2)
  • and folder study data, which consists of the raw data from wireless module and from the cognitive load measuring app (not included in this project)

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