Skip to main content

2020 | OriginalPaper | Buchkapitel

Investigating the Role of Pedestrian Groups in Shared Spaces through Simulation Modeling

verfasst von : Suhair Ahmed, Fatema T. Johora, Jörg P. Müller

Erschienen in: Simulation Science

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In shared space environments, urban space is shared among different types of road users, who frequently interact with each other to negotiate priority and coordinate their trajectories. Instead of traffic rules, interactions among them are conducted by informal rules like speed limitations and by social protocols e.g., courtesy behavior. Social groups (socially related road users who walk together) are an essential phenomenon in shared spaces and affect the safety and efficiency of such environments. To replicate group phenomena and systematically study their influence in shared spaces; realistic models of social groups and the integration of these models into shared space simulations are required. In this work, we focus on pedestrian groups and adopt an extended version of the social force model in conjunction with a game-theoretic model to simulate their movements. The novelty of our paper is in the modeling of interactions between social groups and vehicles. We validate our model by simulating scenarios involving interaction between social groups and also group-to-vehicle interaction.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
vector + vector = vector; point + vector = point.
 
Literatur
1.
Zurück zum Zitat Anvari, B., Bell, M.G., Sivakumar, A., Ochieng, W.Y.: Modelling shared space users via rule-based social force model. Transp. Res. Part C Emerg. Technol. 51, 83–103 (2015)CrossRef Anvari, B., Bell, M.G., Sivakumar, A., Ochieng, W.Y.: Modelling shared space users via rule-based social force model. Transp. Res. Part C Emerg. Technol. 51, 83–103 (2015)CrossRef
3.
Zurück zum Zitat Bjørnskau, T.: The zebra crossing game-using game theory to explain a discrepancy between road user behaviour and traffic rules. Saf. Sci. 92, 298–301 (2017)CrossRef Bjørnskau, T.: The zebra crossing game-using game theory to explain a discrepancy between road user behaviour and traffic rules. Saf. Sci. 92, 298–301 (2017)CrossRef
4.
Zurück zum Zitat Cheng, H., Sester, M.: Modeling mixed traffic in shared space using LSTM with probability density mapping. In: 2018 21st International Conference on Intelligent Transportation Systems (ITSC), pp. 3898–3904. IEEE (2018) Cheng, H., Sester, M.: Modeling mixed traffic in shared space using LSTM with probability density mapping. In: 2018 21st International Conference on Intelligent Transportation Systems (ITSC), pp. 3898–3904. IEEE (2018)
6.
Zurück zum Zitat Gettman, D., Head, L.: Surrogate safety measures from traffic simulation models. Transp. Res. Rec. 1840(1), 104–115 (2003)CrossRef Gettman, D., Head, L.: Surrogate safety measures from traffic simulation models. Transp. Res. Rec. 1840(1), 104–115 (2003)CrossRef
7.
Zurück zum Zitat Helbing, D., Molnar, P.: Social force model for pedestrian dynamics. Phys. Rev. E 51(5), 4282 (1995)CrossRef Helbing, D., Molnar, P.: Social force model for pedestrian dynamics. Phys. Rev. E 51(5), 4282 (1995)CrossRef
8.
Zurück zum Zitat Huang, L., et al.: Social force model-based group behavior simulation in virtual geographic environments. ISPRS Int. J. Geo-Inf. 7(2), 79 (2018)CrossRef Huang, L., et al.: Social force model-based group behavior simulation in virtual geographic environments. ISPRS Int. J. Geo-Inf. 7(2), 79 (2018)CrossRef
9.
Zurück zum Zitat Johora, F.T., Müller, J.P.: Modeling interactions of multimodal road users in shared spaces. In: 2018 21st International Conference on Intelligent Transportation Systems (ITSC), pp. 3568–3574. IEEE (2018) Johora, F.T., Müller, J.P.: Modeling interactions of multimodal road users in shared spaces. In: 2018 21st International Conference on Intelligent Transportation Systems (ITSC), pp. 3568–3574. IEEE (2018)
10.
Zurück zum Zitat Kamphuis, A., Overmars, M.H.: Finding paths for coherent groups using clearance. In: Proceedings of the 2004 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 19–28. Eurographics Association (2004) Kamphuis, A., Overmars, M.H.: Finding paths for coherent groups using clearance. In: Proceedings of the 2004 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, pp. 19–28. Eurographics Association (2004)
11.
Zurück zum Zitat Kita, H.: A merging-giveway interaction model of cars in a merging section: a game theoretic analysis. Transp. Res. Part A Policy Pract. 33(3–4), 305–312 (1999)CrossRef Kita, H.: A merging-giveway interaction model of cars in a merging section: a game theoretic analysis. Transp. Res. Part A Policy Pract. 33(3–4), 305–312 (1999)CrossRef
12.
Zurück zum Zitat Koefoed-Hansen, A., Brodal, G.S.: Representations for path finding in planar environments. Ph.D. thesis, Citeseer (2012) Koefoed-Hansen, A., Brodal, G.S.: Representations for path finding in planar environments. Ph.D. thesis, Citeseer (2012)
14.
Zurück zum Zitat Lütteken, N., Zimmermann, M., Bengler, K.J.: Using gamification to motivate human cooperation in a lane-change scenario. In: 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), pp. 899–906. IEEE (2016) Lütteken, N., Zimmermann, M., Bengler, K.J.: Using gamification to motivate human cooperation in a lane-change scenario. In: 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), pp. 899–906. IEEE (2016)
15.
Zurück zum Zitat Moussaïd, M., Helbing, D., Theraulaz, G.: How simple rules determine pedestrian behavior and crowd disasters. Proc. Natl. Acad. Sci. 108(17), 6884–6888 (2011)CrossRef Moussaïd, M., Helbing, D., Theraulaz, G.: How simple rules determine pedestrian behavior and crowd disasters. Proc. Natl. Acad. Sci. 108(17), 6884–6888 (2011)CrossRef
16.
Zurück zum Zitat Moussaïd, M., Perozo, N., Garnier, S., Helbing, D., Theraulaz, G.: The walking behaviour of pedestrian social groups and its impact on crowd dynamics. PLoS ONE 5(4), e10047 (2010)CrossRef Moussaïd, M., Perozo, N., Garnier, S., Helbing, D., Theraulaz, G.: The walking behaviour of pedestrian social groups and its impact on crowd dynamics. PLoS ONE 5(4), e10047 (2010)CrossRef
17.
Zurück zum Zitat Nagel, K., Schreckenberg, M.: A cellular automaton model for freeway traffic. J. Phys. I 2(12), 2221–2229 (1992) Nagel, K., Schreckenberg, M.: A cellular automaton model for freeway traffic. J. Phys. I 2(12), 2221–2229 (1992)
18.
Zurück zum Zitat Pascucci, F., Rinke, N., Schiermeyer, C., Friedrich, B., Berkhahn, V.: Modeling of shared space with multi-modal traffic using a multi-layer social force approach. Transp. Res. Procedia 10, 316–326 (2015)CrossRef Pascucci, F., Rinke, N., Schiermeyer, C., Friedrich, B., Berkhahn, V.: Modeling of shared space with multi-modal traffic using a multi-layer social force approach. Transp. Res. Procedia 10, 316–326 (2015)CrossRef
19.
Zurück zum Zitat Pascucci, F., Rinke, N., Schiermeyer, C., Berkhahn, V., Friedrich, B.: Should I stay or should I go? A discrete choice model for pedestrian-vehicle conflicts in shared space. Technical report (2018) Pascucci, F., Rinke, N., Schiermeyer, C., Berkhahn, V., Friedrich, B.: Should I stay or should I go? A discrete choice model for pedestrian-vehicle conflicts in shared space. Technical report (2018)
20.
Zurück zum Zitat Rinke, N., Schiermeyer, C., Pascucci, F., Berkhahn, V., Friedrich, B.: A multi-layer social force approach to model interactions in shared spaces using collision prediction. Transp. Res. Procedia 25, 1249–1267 (2017)CrossRef Rinke, N., Schiermeyer, C., Pascucci, F., Berkhahn, V., Friedrich, B.: A multi-layer social force approach to model interactions in shared spaces using collision prediction. Transp. Res. Procedia 25, 1249–1267 (2017)CrossRef
21.
Zurück zum Zitat Schönauer, R.: A microscopic traffic flow model for shared space. Ph.D. thesis, Graz University of Technology (2017) Schönauer, R.: A microscopic traffic flow model for shared space. Ph.D. thesis, Graz University of Technology (2017)
22.
Zurück zum Zitat Schönauer, R., Stubenschrott, M., Huang, W., Rudloff, C., Fellendorf, M.: Modeling concepts for mixed traffic: steps toward a microscopic simulation tool for shared space zones. Transp. Res. Rec. 2316(1), 114–121 (2012)CrossRef Schönauer, R., Stubenschrott, M., Huang, W., Rudloff, C., Fellendorf, M.: Modeling concepts for mixed traffic: steps toward a microscopic simulation tool for shared space zones. Transp. Res. Rec. 2316(1), 114–121 (2012)CrossRef
Metadaten
Titel
Investigating the Role of Pedestrian Groups in Shared Spaces through Simulation Modeling
verfasst von
Suhair Ahmed
Fatema T. Johora
Jörg P. Müller
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-45718-1_4