Title :
A new approach for road networks ?? A vehicle XML device collaboration with big data
Author :
Reza, Sayed Mohsin ; Rahman, Md Mamunur ; Al Mamun, Shamim
Author_Institution :
Inst. of Inf. Technol., Jahangirnagar Univ., Dhaka, Bangladesh
Abstract :
Large amount of money is lost to manipulate traffic system or road congestion worldwide every year. By providing the travel time for a specific road, traffic congestion can be minimized. Many approaches has been taken such Automatic Vehicle Identification, Loop Detectors etc. But this methods are costly. In this paper, A system is proposed that provides traffic intensity level information to the user according to recent traffic data analysis. To minimize the traffic congestion, the paper proposal is to use big data concept in this arena. This proposal develops a structure of a simple XML device which is installed on a vehicle to trace and provide information of traffic intensity. It can estimate travel times in a road network accurately. Further, according to this system anyone can develop application for business process development and increase information transfer to the local user.
Keywords :
Big Data; XML; data analysis; network theory (graphs); traffic information systems; automatic vehicle identification; big data; business process development; information transfer; loop detectors; road congestion; road networks; traffic data analysis; traffic intensity level information; traffic system manipulation; travel time estimation; vehicle XML device collaboration; Big data; Data acquisition; Data transfer; Roads; Servers; Vehicles; XML; Big Data; Congestion; Intensity; Road Networks; Traffic; XML device; travel times etc;
Conference_Titel :
Electrical Engineering and Information & Communication Technology (ICEEICT), 2014 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4799-4820-8
DOI :
10.1109/ICEEICT.2014.6919153