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EEG based Driver Cognitive Distraction Assessment

Almahasneh, 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.

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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)
Academic Subject One:Biomendical Engineering
Departments / MOR / COE:Centre of Excellence > Center for Intelligent Signal and Imaging Research
Departments > Electrical & Electronic Engineering
Mission Oriented Research > Health
ID Code:11408
Deposited By: Dr Aamir Saeed Malik
Deposited On:28 Apr 2015 02:54
Last Modified:28 Apr 2015 02:54

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