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- The additional detection of sleepiness waves and PUI is a demanding task.
- We could perform a spectral analyses using short-time fourier transformation (STFT) on pupil diameter.
- To avoid aliasing-effect it would be best to perform STFT on raw data (120 Hz sampling rate).
- Lowering the sampling rate is quite tricky and would require an appropriate low pass filter for downsampling of pupil diameter. Otherwhise aliasing-effect would severely distort the frequencies.
- Considering potential frequency distortion and aliasing-effect I would recommend to avoid downsampling.
- Due to the room illumination of 0.10-0.12 lux during MWT, eye movements, respectively movements of focal point to darker or brighter areas, could potentially affect the pupil diameter.
- To distinguish between light induced pupil reactions and sleepines waves, it could be helpful to get information on the eye movements.
- What would you think is the best way, to handle potential aliasing-effect and light induced pupil reactions? And which data are avaible?
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