Analysis on the Correlation Degree between the Driver’s Reaction Ability and Physiological Parameters
المؤلفون المشاركون
Li, Shi-wu
Wang, Linhong
Guo, Mengzhu
Chai, Meng
Chen, Facheng
Wei, Yunong
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-8، 8ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-02-08
دولة النشر
مصر
عدد الصفحات
8
التخصصات الرئيسية
الملخص EN
In this paper, the correlation degree between driver’s reaction time and the physiological signal is analyzed.
For this purpose, a large number of road experiments are performed using the biopac and the reaction time test systems to collect data.
First, the electroencephalograph (EEG) signal is processed by using the fast Fourier and the inverse Fourier transforms.
Then, the power spectrum densities (PSD) of α, β, δ, and EEG wave are calculated by Welch procedure.
The average power of the power spectrum of α, β, and θ is calculated by the biopac software and two ratio formulas, (α+θ)/β and α/β, are selected to be the impact factors.
After that the heart rate and the standard deviation of RR interval are calculated from the electrocardiograph (ECG) signal.
Lastly, the correlation degree between the eight impact factors and the reaction time are analyzed based on the grey correlation analysis.
The results demonstrate that α/β has the greatest correlation to the reaction time except EEG-PSD.
Furthermore, two mathematical models for the reaction time-driving time and the α/β-driving time are developed based on the Gaussian function.
These mathematical models are then finally used to establish the functional relation of α/β-the reaction time.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Li, Shi-wu& Guo, Mengzhu& Wang, Linhong& Chai, Meng& Chen, Facheng& Wei, Yunong. 2017. Analysis on the Correlation Degree between the Driver’s Reaction Ability and Physiological Parameters. Mathematical Problems in Engineering،Vol. 2017, no. 2017, pp.1-8.
https://search.emarefa.net/detail/BIM-1190664
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Li, Shi-wu…[et al.]. Analysis on the Correlation Degree between the Driver’s Reaction Ability and Physiological Parameters. Mathematical Problems in Engineering No. 2017 (2017), pp.1-8.
https://search.emarefa.net/detail/BIM-1190664
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Li, Shi-wu& Guo, Mengzhu& Wang, Linhong& Chai, Meng& Chen, Facheng& Wei, Yunong. Analysis on the Correlation Degree between the Driver’s Reaction Ability and Physiological Parameters. Mathematical Problems in Engineering. 2017. Vol. 2017, no. 2017, pp.1-8.
https://search.emarefa.net/detail/BIM-1190664
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1190664
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر