An experimental study was carried out on 74 subjects recorded in two states: an initial state of relaxation followed by a phase of stress where the subject performs different stressful tasks (mental calculation, stroop test which is a color game). Four physiological signals including: ECG, PPG, EDA and EMG are recorded during both phases.
As part of this work, I worked on PPG signal preprocessing. I developed a processing chain including: Exploratory data analysis, PPG signal processing and extraction of temporal, frequency and statistical parameters.
Software developed on Python 3.8.10
- PyQt5 5.15.4
- pyqt5-plugins 5.15.4.2.2
- PyQt5-Qt5 5.15.2
- PyQt5-sip 12.9.0
- pyqt5-tools 5.15.4.3.2
- PyQt5Designer 5.14.1
- pyqtgraph 0.12.2
- qt5-applications 5.15.2.2.2
- qt5-tools 5.15.2.1.2
- Neurokit 0.1.7
- Pandas 1.3.7
- tsfel 0.1.4
- hrv 0.2.10