Multiagent Traffic Microsimulation as a Tool for an Artificial Traffic Data Generating

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27350%2F13%3A86099844" target="_blank" >RIV/61989100:27350/13:86099844 - isvavai.cz</a>

Result on the web

<a href="http://dx.doi.org/10.5593/SGEM2013/BB2.V1/S07.022" target="_blank" >http://dx.doi.org/10.5593/SGEM2013/BB2.V1/S07.022</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.5593/SGEM2013/BB2.V1/S07.022" target="_blank" >10.5593/SGEM2013/BB2.V1/S07.022</a>

Result language

angličtina

Original language name

Multiagent Traffic Microsimulation as a Tool for an Artificial Traffic Data Generating

Original language description

Transportation and transport systems are composed of many autonomous entities that show signs of intelligence. Thanks their geographical distribution and the dynamically changing environment, in which subsystems exist, is this domain good example, in which it is appropriate to apply to simulation the agent based approach in microsimulation level. Due to intensive development of technologies that are integrated into roads, their surroundings and vehicles itself, are opportunities of real time transport mobility modeling increasing. Data, which are generated by traffic infrastructure, are important inputs for the real time model of traffic mobility. Nevertheless these data may have some failures or geographic, time or other restrictions. It is therefore appropriate to develop tools that artificially create missing data - which can then be assimilated with real data. In this paper the mechanism, describing strategies of generating artificial data by using microsimulations, is presented. There is defined the ontology which is necessary for comprehensive solution and the traffic microsimulation based on our own multiagent framework is described as well. Over this microsimulation the system for generating the traffic data is built. For a simple assimilation is important that the structure of artificial data has to be identical to the structure of real ones.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

IN - Informatics

OECD FORD branch

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Project

—

Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2013

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

SGEM 2013 : 13th international multidisciplinary scientific geoconference : GeoConference on Informatics, Geoinformatics and Remote Sensing : 16-22, June, 2013, Albena, Bulgaria : conference proceedings. [Book 2]. Volume I

ISBN

978-954-91818-9-0

ISSN

1314-2704

e-ISSN

—

Number of pages

8

Pages from-to

167-174

Publisher name

STEF92 Technology Ltd.

Place of publication

Sofia

Event location

Albena

Event date

Jun 16, 2013

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000349067200022