Title :
Real-time estimation of the distribution of brake response times for an individual driver using Vehicular Ad Hoc Network
Author :
Rakhshan, Ali ; Pishro-Nik, Hossein ; Ray, Emily
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Massachusetts, Amherst, MA, USA
Abstract :
Adapting the functioning of the collision warning systems to the specific drivers´ characteristics is of great benefit to drivers. For example, by customizing collision warning algorithms we can minimize false alarms, thereby reducing injuries and deaths in highway traffic accidents. In order to take the behaviors of individual drivers into account, the system needs to have a Real-Time estimation of the distribution of brake response times for an individual driver. In this paper, we propose a method for doing this estimation which is not computationally intensive and can take advantage of the information contained in all data points.
Keywords :
accidents; alarm systems; collision avoidance; roads; traffic engineering computing; vehicular ad hoc networks; brake response time distribution real-time estimation; collision warning algorithms; collision warning systems; false alarm minimization; highway traffic accidents; vehicular ad hoc network; Accidents; Alarm systems; Data models; Delays; Estimation; Time factors; Vehicles;
Conference_Titel :
Intelligent Vehicles Symposium Proceedings, 2014 IEEE
Conference_Location :
Dearborn, MI
DOI :
10.1109/IVS.2014.6856416