I am researching the feelings that drivers have experienced in the face of events they encounter while driving. I use heart rate for this work. Is it possible to detect irritability, stress, excitement, sleepiness by heart rate, or should I also take another signal? Do these heart rates have upper and lower limits for these feelings? Could you help me with the subject?
Hope this helps to start your search:
Aghaei, A. S., Donmez, B., Liu, C. C., He, D., Liu, G., Plataniotis, K. N., ... & Sojoudi, Z. (2016). Smart Driver Monitoring: When Signal Processing Meets Human Factors: In the driver's seat. IEEE Signal Processing Magazine, 33(6), 35-48.
Borghini, G., Astolfi, L., Vecchiato, G., Mattia, D., & Babiloni, F. (2014). Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness. Neuroscience & Biobehavioral Reviews, 44, 58-75.
Jang, E. H., Park, B. J., Kim, S. H., Eum, Y., & Sohn, J. H. (2014). A study on analysis of bio-signals for basic emotions classification: recognition using machine learning algorithms. In Information Science and Applications (ICISA), 2014 International Conference on (pp. 1-4). IEEE.
What an interesting topic! While I am not very familiar with the previous work done on detecting emotions while driving, I would imagine that measuring electrodermal activity would be relevant here and worth looking into. Also, you are probably aware of this, but there is a growing interest in having cars themselves monitor drivers emotions!
e.g:
http://blog.affectiva.com/driver-emotion-recognition-and-real-time-facial-analysis-for-the-automotive-industry
http://ftw.usatoday.com/2017/04/mini-bmw-mood-changing-car-future-technology
Good luck! Hope this helps.
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