Skip to main content

2017 | OriginalPaper | Buchkapitel

DrivingStyles: Assessing the Correlation of Driving Behavior with Heart Rate Changes

verfasst von : Javier E. Meseguer, Carlos T. Calafate, Juan Carlos Cano

Erschienen in: Smart Objects and Technologies for Social Good

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Driving safety is of utmost importance in our society. The number of fatalities due to car accidents is still very high, and reducing this trend requires as much attention as possible. There are situations where the emotional conditions of drivers vary due to either reasons beyond their control, or because they decide to change their driving style. Hence, we consider that such frequent situations deserve more scrutiny. In this paper we designed an Android application able to monitor in real-time both physiological data from the driver and diagnostic data from the vehicle to study their correlation. More specifically, we study the connection between driving aggressiveness and heart rate. The vehicle diagnostic data is obtained using an OBD-II connector. Among the various non-invasive biomedical sensors available nowadays, in this work we focus on heart rate sensors, either packaged in belts or in smart watches.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Gibson, P.M., Wiesenthal, D.L.: The driving vengeance questionnaire (DVQ): the development of a scale to measure deviant drivers. LaMarsh Research Programme Report Series, no. 54, June 1996 Gibson, P.M., Wiesenthal, D.L.: The driving vengeance questionnaire (DVQ): the development of a scale to measure deviant drivers. LaMarsh Research Programme Report Series, no. 54, June 1996
2.
Zurück zum Zitat Cohen, S.: Aftereffects of stress on human performance and social behavior: a review of research and theory. Psychol. Bull. 88, 82–108 (1980)CrossRef Cohen, S.: Aftereffects of stress on human performance and social behavior: a review of research and theory. Psychol. Bull. 88, 82–108 (1980)CrossRef
3.
Zurück zum Zitat Gravina, R., Fortino, G.: Automatic methods for the detection of accelerative cardiac defense response. IEEE Trans. Affect. Comput. 7(3), 286–298 (2016)CrossRef Gravina, R., Fortino, G.: Automatic methods for the detection of accelerative cardiac defense response. IEEE Trans. Affect. Comput. 7(3), 286–298 (2016)CrossRef
4.
Zurück zum Zitat Andreoli, A., Gravina, R., Giannantonio, R., Pierleoni, P., Fortino, G.: SPINE-HRV: a BSN-based toolkit for heart rate variability analysis in the time-domain. In: Lay-Ekuakille, A., Mukhopadhyay, S.C. (eds.) Wearable and Autonomous Systems. LNEE, vol. 75, pp. 369–389. Springer, Heidelberg (2010). doi:10.1007/978-3-642-15687-8_19 CrossRef Andreoli, A., Gravina, R., Giannantonio, R., Pierleoni, P., Fortino, G.: SPINE-HRV: a BSN-based toolkit for heart rate variability analysis in the time-domain. In: Lay-Ekuakille, A., Mukhopadhyay, S.C. (eds.) Wearable and Autonomous Systems. LNEE, vol. 75, pp. 369–389. Springer, Heidelberg (2010). doi:10.​1007/​978-3-642-15687-8_​19 CrossRef
5.
Zurück zum Zitat Keyword Protocol 2000: International Organization for Standardization (1999) Keyword Protocol 2000: International Organization for Standardization (1999)
6.
Zurück zum Zitat ISO: ISO 9141-2:1994/Amd 1:1996,1196. Technical report, International Organization for Standardization (1996) ISO: ISO 9141-2:1994/Amd 1:1996,1196. Technical report, International Organization for Standardization (1996)
7.
Zurück zum Zitat Niazi, M.A.K., Raza, A.: Development of an on-board diagnostic (OBD) kit for troubleshooting of compliant vehicles. In: 2013 IEEE 9th International Conference on Emerging Technologies (ICET) (2013) Niazi, M.A.K., Raza, A.: Development of an on-board diagnostic (OBD) kit for troubleshooting of compliant vehicles. In: 2013 IEEE 9th International Conference on Emerging Technologies (ICET) (2013)
8.
Zurück zum Zitat Meseguer, J.E., Calafate, C.T., Cano, J.C., Manzoni, P.: Assessing the impact of driving behavior on instantaneous fuel consumption. In: 12th IEEE Consumer Communications and Networking Conference (CCNC 2015) (2015) Meseguer, J.E., Calafate, C.T., Cano, J.C., Manzoni, P.: Assessing the impact of driving behavior on instantaneous fuel consumption. In: 12th IEEE Consumer Communications and Networking Conference (CCNC 2015) (2015)
9.
Zurück zum Zitat Meseguer, J.E., Calafate, C.T., Cano, J.C., Manzoni, P.: DrivingStyles: a smartphone application to assess driver behavior. In: 18th IEEE Symposium on Computers and Communications (ISCC 2013) (2013) Meseguer, J.E., Calafate, C.T., Cano, J.C., Manzoni, P.: DrivingStyles: a smartphone application to assess driver behavior. In: 18th IEEE Symposium on Computers and Communications (ISCC 2013) (2013)
10.
Zurück zum Zitat Riener, A.: Subliminal persuasion and its potential for driver behavior adaptation. IEEE Trans. Intell. Transp. 13(1), 71–80 (2012)CrossRef Riener, A.: Subliminal persuasion and its potential for driver behavior adaptation. IEEE Trans. Intell. Transp. 13(1), 71–80 (2012)CrossRef
11.
Zurück zum Zitat Elm Electronics Circuits: ELM327DS. OBD to RS232 Interpreter. Hobbyist (2010) Elm Electronics Circuits: ELM327DS. OBD to RS232 Interpreter. Hobbyist (2010)
12.
Zurück zum Zitat Lajunen, T., Parker, D., Summala, H.: Does traffic congestion increase driver aggression? Transp. Res. Part F 2, 225–236 (1999)CrossRef Lajunen, T., Parker, D., Summala, H.: Does traffic congestion increase driver aggression? Transp. Res. Part F 2, 225–236 (1999)CrossRef
Metadaten
Titel
DrivingStyles: Assessing the Correlation of Driving Behavior with Heart Rate Changes
verfasst von
Javier E. Meseguer
Carlos T. Calafate
Juan Carlos Cano
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-61949-1_3

Premium Partner