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

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

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

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

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

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

—

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2013

Kód důvěrnosti údajů

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

Název statě ve sborníku

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

—

Počet stran výsledku

8

Strana od-do

167-174

Název nakladatele

STEF92 Technology Ltd.

Místo vydání

Sofia

Místo konání akce

Albena

Datum konání akce

16. 6. 2013

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000349067200022