Scholarly PublicationAlmahasneh, Hossam and Kamel , Nidal and Malik, Aamir Saeed and Nicolas, Walter and Chooi, Weng-Tink (2014) EEG based Driver Cognitive Distraction Assessment. In: 2014 5th International Conference on Intelligent and Advanced Systems, ICIAS 2014.
EEG based driver cognitive distraction assessment - Paper.pdf
Download (611kB) | Preview
Abstract
The assessment of a drivers’ cognitive distraction during driving is a challenging topic in research community. This paper states the ongoing research assessing driver’s cognitive distraction using simulated driving. The driver’s cognitive distraction detection is based on the analysis of EEG signal. A new analysis method based on Singular Value Decomposition (SVD) is introduced for the extraction of feature from the Electroencephalogram (EEG) signals. Hence, the results obtained consist in high accurate detection of the driver’s cognitive state.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Subjects: | Q Science > Q Science (General) T Technology > T Technology (General) |
| Departments / MOR / COE: | Centre of Excellence > Center for Intelligent Signal and Imaging Research Departments > Electrical & Electronic Engineering Research Institutes > Institute for Health Analytics |
| Depositing User: | Dr Aamir Saeed Malik |
| Date Deposited: | 28 Apr 2015 02:54 |
| Last Modified: | 28 Apr 2015 02:54 |
| URI: | http://scholars.utp.edu.my/id/eprint/11408 |
Actions (login required)
- View Item
Altmetric
Altmetric