Method of the GPS Tracking Analysis for Extraction of Geometrical Properties
- 1 September 2018
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
Abstract
Moscow as a huge metropolis is characterized by its intense traffic and congestion of the transport network, despite the measures taken by regulators lately, as evidenced by the statistics of the INRIX company. On the characteristics of the flow significantly affects the behavior of drivers. Dangerous behavior while driving is a complicated psychological phenomenon from the point of identification and requires the development of a mechanism of its detection, as it was limited by Russian law in 2016. Modern information and communication technologies allow us to collect data of a vehicle motion in traffic based on a client-server system of GPS tracks. A method of processing of the GPS track is presented to separate it into sections with uniform traffic conditions. The method is allowing to use the automatic processing of large data flow, cleaning of the fragments, when the vehicle moves out of the traffic stream and can not be applied to the type of dangerous driving.Keywords
This publication has 10 references indexed in Scilit:
- Erratum to: The Reason for Incommensurability of Three-Phase Theory with Classical Traffic Flow TheoriesPublished by Springer Nature ,2017
- The Legal Definition of Dangerous Driving in the Context of the Legislation on Administrative OffensesVestnik of the Omsk Law Academy, 2017
- Psychology of high risk driving (review of foreign studies)Psychology and Law, 2016
- A dynamical communication system on a networkJournal of Computational and Applied Mathematics, 2015
- Dynamical Systems on HoneycombsPublished by Springer Nature ,2014
- Verification of Infocommunication System Components for Modeling and Control of Saturated Traffic in MegalopolisAdvances in Intelligent Systems and Computing, 2013
- Selected mathematical problems of traffic flow theoryInternational Journal of Computer Mathematics, 2012
- Distributed problems of monitoring and modern approaches to traffic modelingPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2011
- On problems of intelligent monitoring for trafficLogic Journal of the IGPL, 2010
- Risky, aggressive, or emotional driving: Addressing the need for consistent communication in researchJournal of Safety Research, 2003