Development of an In-Car Environment Control System Using an SSVEP-based BCI with Visual Stimuli Presented on a Head-Up Display

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초록

Inattentive driving is one of the major causes of car accidents. In the present study, we proposed a new in-car environmental control system using brain-computer interface (BCI). In a simulated driving situation, the participants could control the car environment by simply staring at a visual stimulus presented on a head-up display, without pressing a button or changing their gaze out of the front screen. In the comparison between manual and BCI control conditions, participants showed better driving performances in the BCI control condition compared to the manual control condition, such as 1) higher reaction rate, 2) shorter reaction time, 3) smaller deviation between the guided trajectory and actual trace, and 4) smaller speed difference between a preceding car and the user's car. The proposed in-car environment control system showed a possibility that might contribute to a safer driving.

키워드

electroencephalographybrain-computer interfacesteady-state visual evoked potentialsafe drivinghead-up displayAccidentsAutomobile driversComputer control systemsElectroencephalographyElectrophysiologyEnvironmental managementInterface statesInterfaces (computer)Car accidentsConditionEnvironment control systemsEnvironmental control systemHead-UpDisplayHeads-up-displayInterface controlSafe drivingSteady-state visual evoked potentialsVisual stimulusBrain computer interface
제목
Development of an In-Car Environment Control System Using an SSVEP-based BCI with Visual Stimuli Presented on a Head-Up Display
저자
Park, SeonghunKim, Min-SuNam, HyerinIm, Chang-Hwan
DOI
10.1109/BCI53720.2022.9734982
발행일
2022-03
유형
Proceedings Paper
저널명
10TH INTERNATIONAL WINTER CONFERENCE ON BRAIN-COMPUTER INTERFACE (BCI2022)
2022-February
페이지
1 ~ 2