An analysis of driver´s workload in the lane change behavior

Author

Hyunsuk Kim ; Yoonsook Hwang ; Daesub Yoon ; Cheong Hee Park

Author_Institution

Human-Vehicle Interaction Res. Team, Electron. & Telecommun. Res. Inst., Daejeon, South Korea

fYear

2013

fDate

14-16 Oct. 2013

Firstpage

242

Lastpage

247

Abstract

In this paper, we measured and analyzed the driver´s EEG for lane change behavior to measure and quantify drivers´ workload. The experiment took place in the real road. We extracted the reference and the lane change behavior section and calculated the EEG variation rates from the EEG values. We performed paired-sample T-test to know EEG variation rate of reference and lane change section. Also, we performed ANOVA analysis to know the difference of EEG variation rate dependent on driving road type. We performed independent samples T-test to know the difference of EEG variation rate dependent on gender types.

Keywords

behavioural sciences computing; electroencephalography; medical signal processing; statistical testing; traffic engineering computing; ANOVA analysis; EEG values; EEG variation rates; analysis of variance; driver EEG; driver workload analysis; electroencephalography; gender types; lane change behavior; lane change section; paired-sample t-test; Driver Behavior; Driver Workload; EEG; Lane Change; Subjective Workload;

fLanguage

English

Publisher

ieee

Conference_Titel

ICT Convergence (ICTC), 2013 International Conference on

Conference_Location

Jeju

Type

conf

DOI

10.1109/ICTC.2013.6675350

Filename

6675350