Estimating the Parameters of Traffic Flows on the Basis of Processing of Localization Data on the Movement of Vehicles

The article describes the method of estimating the parameters of transport flows using the two-fluid mathematical model of Herman-Prigogine and developed and based on the proposed method of estimating the parameters of the system on the basis of passive processing of navigation data on the movement...

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Main Authors: Denis Kapski, Valery Kasyanik, Oleksii Lobashov, Aleksandra Volynets, Oleg Kaptsevich, Andrii Galkin
Format: Article
Language:English
Published: University of Žilina 2019-05-01
Series:Communications
Subjects:
Online Access:https://komunikacie.uniza.sk/artkey/csl-201902-0013_estimating-the-parameters-of-traffic-flows-on-the-basis-of-processing-of-localization-data-on-the-movement-of-v.php
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author Denis Kapski
Valery Kasyanik
Oleksii Lobashov
Aleksandra Volynets
Oleg Kaptsevich
Andrii Galkin
author_facet Denis Kapski
Valery Kasyanik
Oleksii Lobashov
Aleksandra Volynets
Oleg Kaptsevich
Andrii Galkin
author_sort Denis Kapski
collection DOAJ
description The article describes the method of estimating the parameters of transport flows using the two-fluid mathematical model of Herman-Prigogine and developed and based on the proposed method of estimating the parameters of the system on the basis of passive processing of navigation data on the movement of vehicles. The efficiency of the proposed algorithms, mathematical models for estimating the parameters of road traffic flow and system as a whole was confirmed during its testing using a set of tracks on the main highways of Commonwealth of Independent States.
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spelling doaj.art-6f9f15fc3d864714b5a21406bf62ce052023-06-28T07:44:06ZengUniversity of ŽilinaCommunications1335-42052585-78782019-05-01212899910.26552/com.C.2019.2.89-99csl-201902-0013Estimating the Parameters of Traffic Flows on the Basis of Processing of Localization Data on the Movement of VehiclesDenis Kapski0Valery Kasyanik1Oleksii Lobashov2Aleksandra Volynets3Oleg Kaptsevich4Andrii Galkin5Department of Transport Systems and Technologies, Automotive and Tractor Faculty, Belarusian National Technical University, Minsk, BelarusBrest Technical University, BelarusDepartment of Transport and Logistics, O. M. Beketov Kharkiv National University of Urban Economy, UkraineState Enterprise Belarusian Road Scientific Research Institute, BelarusDepartment OJSC "AGAT - Control Systems", company Geographic Information Management System, BelarusDepartment of Transport and Logistics, O. M. Beketov Kharkiv National University of Urban Economy, UkraineThe article describes the method of estimating the parameters of transport flows using the two-fluid mathematical model of Herman-Prigogine and developed and based on the proposed method of estimating the parameters of the system on the basis of passive processing of navigation data on the movement of vehicles. The efficiency of the proposed algorithms, mathematical models for estimating the parameters of road traffic flow and system as a whole was confirmed during its testing using a set of tracks on the main highways of Commonwealth of Independent States.https://komunikacie.uniza.sk/artkey/csl-201902-0013_estimating-the-parameters-of-traffic-flows-on-the-basis-of-processing-of-localization-data-on-the-movement-of-v.phpvehicletraffic flownavigation systemthe parameters of traffic flowa mathematical model for evaluating traffic flow
spellingShingle Denis Kapski
Valery Kasyanik
Oleksii Lobashov
Aleksandra Volynets
Oleg Kaptsevich
Andrii Galkin
Estimating the Parameters of Traffic Flows on the Basis of Processing of Localization Data on the Movement of Vehicles
Communications
vehicle
traffic flow
navigation system
the parameters of traffic flow
a mathematical model for evaluating traffic flow
title Estimating the Parameters of Traffic Flows on the Basis of Processing of Localization Data on the Movement of Vehicles
title_full Estimating the Parameters of Traffic Flows on the Basis of Processing of Localization Data on the Movement of Vehicles
title_fullStr Estimating the Parameters of Traffic Flows on the Basis of Processing of Localization Data on the Movement of Vehicles
title_full_unstemmed Estimating the Parameters of Traffic Flows on the Basis of Processing of Localization Data on the Movement of Vehicles
title_short Estimating the Parameters of Traffic Flows on the Basis of Processing of Localization Data on the Movement of Vehicles
title_sort estimating the parameters of traffic flows on the basis of processing of localization data on the movement of vehicles
topic vehicle
traffic flow
navigation system
the parameters of traffic flow
a mathematical model for evaluating traffic flow
url https://komunikacie.uniza.sk/artkey/csl-201902-0013_estimating-the-parameters-of-traffic-flows-on-the-basis-of-processing-of-localization-data-on-the-movement-of-v.php
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AT valerykasyanik estimatingtheparametersoftrafficflowsonthebasisofprocessingoflocalizationdataonthemovementofvehicles
AT oleksiilobashov estimatingtheparametersoftrafficflowsonthebasisofprocessingoflocalizationdataonthemovementofvehicles
AT aleksandravolynets estimatingtheparametersoftrafficflowsonthebasisofprocessingoflocalizationdataonthemovementofvehicles
AT olegkaptsevich estimatingtheparametersoftrafficflowsonthebasisofprocessingoflocalizationdataonthemovementofvehicles
AT andriigalkin estimatingtheparametersoftrafficflowsonthebasisofprocessingoflocalizationdataonthemovementofvehicles