Comparing pedestrian movement simulation models for a crossing area based on real world data

Dietmar Bauer

doi:10.1007/978-1-4419-9725-8

Comparing pedestrian movement simulation models for a crossing area based on real world data

Dietmar Bauer (Vortragende:r)

Publikation: Beitrag in Buch oder Tagungsband › Vortrag mit Beitrag in Tagungsband

Abstract

In this paper two different pedestrian movement simulation models (a model of the social force type and a queuing network model) are compared with respect to their capability to predict individual walking times in a crossing area. Both models are calibrated using a trajectory data set and their relative performance on the estimation data set as well as on a separate validation data set is discussed. The social force type model is found to better predict the walking times as well as space usage in both in- and out-of sample comparison.

Originalsprache	Englisch
Titel	Pedestrian and Evacuation Dynamics
Redakteure/-innen	Richard Peacock, Erica Kuligowski, Jason Averill
Herausgeber (Verlag)	Springer New York
Seiten	547-556
Seitenumfang	10
ISBN (Print)	978-1-4419-9724-1
DOIs	https://doi.org/10.1007/978-1-4419-9725-8
Publikationsstatus	Veröffentlicht - 2011
Veranstaltung	Pedestrian and Evacuation Dynamics 2010 - Dauer: 8 März 2010 → 10 März 2010

Konferenz

Konferenz	Pedestrian and Evacuation Dynamics 2010
Zeitraum	8/03/10 → 10/03/10

Research Field

Ehemaliges Research Field - Mobility Systems

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title = "Comparing pedestrian movement simulation models for a crossing area based on real world data",

abstract = "In this paper two different pedestrian movement simulation models (a model of the social force type and a queuing network model) are compared with respect to their capability to predict individual walking times in a crossing area. Both models are calibrated using a trajectory data set and their relative performance on the estimation data set as well as on a separate validation data set is discussed. The social force type model is found to better predict the walking times as well as space usage in both in- and out-of sample comparison.",

author = "Dietmar Bauer",

year = "2011",

doi = "10.1007/978-1-4419-9725-8",

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editor = "Richard Peacock and Erica Kuligowski and Jason Averill",

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Y1 - 2011

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AB - In this paper two different pedestrian movement simulation models (a model of the social force type and a queuing network model) are compared with respect to their capability to predict individual walking times in a crossing area. Both models are calibrated using a trajectory data set and their relative performance on the estimation data set as well as on a separate validation data set is discussed. The social force type model is found to better predict the walking times as well as space usage in both in- and out-of sample comparison.

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BT - Pedestrian and Evacuation Dynamics

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ER -

Comparing pedestrian movement simulation models for a crossing area based on real world data

Abstract

Konferenz

Research Field

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