Naslov
Scientific Visualization as a Tool for Signal Processing in EEG Interpretation: Car Driver Sleeping State Detection for Advanced Cars Control Systems

Autori
Kuzmanić, Ivica ; Vujović, Igor ; Šoda, Joško ; Rogić Vidaković, Maja

Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni

Knjiga
Engineering Design Applications III - Structures, Materials and Processes

Urednik/ci
Öchsner, Andreas ; Altenbach, Holm

Izdavač
Springer

Grad
Cham

Godina
2020

Raspon stranica
31-44

ISBN
978-3-030-39061-7

ISSN
1869-8433

Ključne riječi
signal processing and analysis ; BMI ; wavelet ; scientific visualization

Sažetak
This paper integrates two scientific areas that are medical brain research into engineering, i.e., control engineering in traffic situations in order that by using scientific tools such as MATLAB and visualization for drowsiness detection of drivers. Scientific visualization is a tool that is used to present the basic idea of the proposed algorithm. The final goal of this research is to detect the driver’s sleeping state, which then can be used as an algorithm in autonomous system in cars as a help to prevent car accidents. Such an algorithm would be a trigger to the vehicle computer, and if an initial stage of sleeping is detected, the vehicle’s computer should override manual control and stop the car as soon as possible. A similar system can be used aboard ships, trains or airplanes. Research of this topic results in big data, which could be hard to understand without proper visualization techniques.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Tehnologija prometa i transport, Kliničke medicinske znanosti

POVEZANOST RADA