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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
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
Cohen, S.: Aftereffects of stress on human performance and social behavior: a review of research and theory. Psychol. Bull. 88, 82–108 (1980)
Gravina, R., Fortino, G.: Automatic methods for the detection of accelerative cardiac defense response. IEEE Trans. Affect. Comput. 7(3), 286–298 (2016)
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
Keyword Protocol 2000: International Organization for Standardization (1999)
ISO: ISO 9141-2:1994/Amd 1:1996,1196. Technical report, International Organization for Standardization (1996)
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)
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.: DrivingStyles: a smartphone application to assess driver behavior. In: 18th IEEE Symposium on Computers and Communications (ISCC 2013) (2013)
Riener, A.: Subliminal persuasion and its potential for driver behavior adaptation. IEEE Trans. Intell. Transp. 13(1), 71–80 (2012)
Elm Electronics Circuits: ELM327DS. OBD to RS232 Interpreter. Hobbyist (2010)
Lajunen, T., Parker, D., Summala, H.: Does traffic congestion increase driver aggression? Transp. Res. Part F 2, 225–236 (1999)
Acknowledgments
This work was partially supported by the Ministerio de Economa y Competitividad, Programa Estatal de Investigacin, Desarrollo e Innovacion Orientada a los Retos de la Sociedad, Proyectos I+D+I 2014, Spain, under Grant TEC2014-52690-R.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Meseguer, J.E., Calafate, C.T., Cano, J.C. (2017). DrivingStyles: Assessing the Correlation of Driving Behavior with Heart Rate Changes. In: Gaggi, O., Manzoni, P., Palazzi, C., Bujari, A., Marquez-Barja, J. (eds) Smart Objects and Technologies for Social Good. GOODTECHS 2016. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 195. Springer, Cham. https://doi.org/10.1007/978-3-319-61949-1_3
Download citation
DOI: https://doi.org/10.1007/978-3-319-61949-1_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-61948-4
Online ISBN: 978-3-319-61949-1
eBook Packages: Computer ScienceComputer Science (R0)