1. Recognition of emotional states of car drivers by EEG analysis
- Creator:
- Rothkrantz, L. J. M., Horlings, R., and Dharmawan, Z.
- Format:
- bez média and svazek
- Type:
- model:article and TEXT
- Subject:
- Braincomputing, EEG-recordings, emotional state, and car driver simulations
- Language:
- English
- Description:
- It has been proved that the emotional state of a car driver has a great impact on his driving performance. Emotions can be triggered by internal stimuli (stress) or external stimuli (aggressive scenes). In this paper we propose a system of classification of certain emotional states by analysis of EEG recordings. We present the results of two experiments. In one experiment we recorded EEG data of car drivers in a simulated environment under conditions with a varying stress level. In the other experiment we presented pictures of emotional situations to car drivers. It proves that we were able to assess the state of respondents under extreme emotions.
- Rights:
- http://creativecommons.org/publicdomain/mark/1.0/ and policy:public