Create Data Outputs From Multiagent Traffic Microsimulation to Assimilation With Real Traffic Data

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86087000" target="_blank" >RIV/61989100:27240/13:86087000 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/61989100:27350/13:86087000

Výsledek na webu

<a href="http://airccj.org/CSCP/vol3/csit3829.pdf" target="_blank" >http://airccj.org/CSCP/vol3/csit3829.pdf</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Create Data Outputs From Multiagent Traffic Microsimulation to Assimilation With Real Traffic Data

Popis výsledku v původním jazyce

The intensive development of traffic engineering and technologies that are integrated into vehicles, roads and their surroundings, bring opportunities of real time transport mobility modeling. Based on such model it is then possible to establish a predictive layer that is capable of predicting short and long term traffic flow behaviour. It is possible to create the real time model of traffic mobility based on generated data. However, data may have different geographical, temporal or other constraints, or failures. It is therefore appropriate to develop tools that artificially create missing data, which can then be assimilated with real data. This paper presents a mechanism describing strategies of generating artificial data using microsimulations. It describes traffic microsimulation based on our solution of multiagent framework over which a system for generating traffic data is built. The system generates data of a structure corresponding to the data acquired in the real world.

Název v anglickém jazyce

Create Data Outputs From Multiagent Traffic Microsimulation to Assimilation With Real Traffic Data

Popis výsledku anglicky

The intensive development of traffic engineering and technologies that are integrated into vehicles, roads and their surroundings, bring opportunities of real time transport mobility modeling. Based on such model it is then possible to establish a predictive layer that is capable of predicting short and long term traffic flow behaviour. It is possible to create the real time model of traffic mobility based on generated data. However, data may have different geographical, temporal or other constraints, or failures. It is therefore appropriate to develop tools that artificially create missing data, which can then be assimilated with real data. This paper presents a mechanism describing strategies of generating artificial data using microsimulations. It describes traffic microsimulation based on our solution of multiagent framework over which a system for generating traffic data is built. The system generates data of a structure corresponding to the data acquired in the real world.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

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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

Second International Conference on Advanced Information Technologies and Applications (ICAITA-2013) : Dubai, UAE, November 02-03, 2013

ISBN

978-1-921987-15-1

ISSN

2231-5403

e-ISSN

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Počet stran výsledku

17

Strana od-do

351-367

Název nakladatele

AIRCC

Místo vydání

Dubai

Místo konání akce

Dubaj

Datum konání akce

2. 11. 2013

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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