Abstract
Computer simulation for the study of pedestrian dynamics is an active and lively area in which contributions from different disciplines still produce advancements on the state of the art. Discrete modelling of pedestrian dynamics represents a more computationally efficient approach than the continuous one, despite the potential loss of precision in the reproduced trajectories or modelling artefacts. To overcome these issues and reducing the intrinsic effects of employing a discrete environment, several works have been proposed focusing on distinct objectives within this framework. This paper proposes a general approach to reproduce smooth and rounded trajectories of pedestrians in presence of bends and corners, by means of a so-called angular floor field. The proposed algorithm works with arbitrary settings and it is tested on benchmark situations to evaluate its effects from both a quantitative and qualitative perspective.
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References
Bandini, S., Crociani, L., Vizzari, G.: An approach for managing heterogeneous speed profiles in cellular automata pedestrian models. J. Cell. Automata 12(5), 401–421 (2017)
Burghardt, S., Seyfried, A., Klingsch, W.: Fundamental diagram of stairs: critical review and topographical measurements. In: Weidmann, U., Kirsch, U., Schreckenberg, M. (eds.) Pedestrian and Evacuation Dynamics 2012, pp. 329–344. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-02447-9_27
Burstedde, C., Klauck, K., Schadschneider, A., Zittartz, J.: Simulation of pedestrian dynamics using a two-dimensional cellular automaton. Phys. A: Stat. Mech. Appl. 295(3–4), 507–525 (2001)
Crociani, L., Invernizzi, A., Vizzari, G.: A hybrid agent architecture for enabling tactical level decisions in floor field approaches. Transp. Res. Procedia 2, 618–623 (2014)
Dias, C., Lovreglio, R.: Calibrating cellular automaton models for pedestrians walking through corners. Phys. Lett. A 382(19), 1255–1261 (2018)
Dijkstra, E.W.: A note on two problems in connexion with graphs. Numerische Mathematik 1(1), 269–271 (1959)
Gorrini, A., Bandini, S., Sarvi, M., Dias, C., Shiwakoti, N.: An empirical study of crowd and pedestrian dynamics: the impact of different angle paths and grouping. Transp. Res. Rec. 41(42), 10 (2013)
Köster, G., Treml, F., Gödel, M.: Avoiding numerical pitfalls in social force models. Phys. Rev. E 87, 063305 (2013)
Koyama, S., Shinozaki, N., Morishita, S.: Pedestrian flow modeling using cellular automata based on the Japanese public guideline and application to evacuation simulation. J. Cell. Automata 8, 361–382 (2013)
Kretz, T., Bönisch, C., Vortisch, P.: Comparison of various methods for the calculation of the distance potential field. In: Klingsch, W.W.F., Rogsch, C., Schadschneider, A., Schreckenberg, M. (eds.) Pedestrian and Evacuation Dynamics 2008, pp. 335–346. Springer, Berlin Heidelberg (2010). https://doi.org/10.1007/978-3-642-04504-2_29
Lubas, R., Porzycki, J., Was, J., Mycek, M.: Validation and verification of CA-based pedestrian dynamics models. J. Cell. Automata 11(4), 285–298 (2016)
Pettré, J., Ondrej, J., Olivier, A., Crétual, A., Donikian, S.: Experiment-based modeling, simulation and validation of interactions between virtual walkers. In: Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, SCA 2009, New Orleans, Louisiana, USA, 1–2 August 2009, pp. 189–198 (2009)
Schadschneider, A., Klingsch, W., Klüpfel, H., Kretz, T., Rogsch, C., Seyfried, A.: Evacuation dynamics: empirical results, modeling and applications. In: Meyers, R.A. (ed.) Encyclopedia of Complexity and Systems Science, pp. 3142–3176. Springer, New York (2009). https://doi.org/10.1007/978-0-387-30440-3_187
Shimura, K., Khan, S.D., Bandini, S., Nishinari, K.: Simulation and evaluation of spiral movement of pedestrians: towards the Tawaf simulator. J. Cell. Automata 11(4), 275–284 (2016)
Vizzari, G., Manenti, L., Crociani, L.: Adaptive pedestrian behaviour for the preservation of group cohesion. Complex Adapt. Syst. Model. 1(7) (2013)
Zawidzki, M.: The influence of grid rotation in von Neumann and Moore neighborhoods on agent behavior in pedestrian simulation. Complex Syst. 23, 343–354 (2014)
Zeng, Y., Song, W., Huo, F., Vizzari, G.: Modeling evacuation dynamics on stairs by an extended optimal steps model. Simul. Model. Pract. Theory 84, 177–189 (2018)
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Crociani, L., Shimura, K., Vizzari, G., Bandini, S. (2018). Simulating Pedestrian Dynamics in Corners and Bends: A Floor Field Approach. In: Mauri, G., El Yacoubi, S., Dennunzio, A., Nishinari, K., Manzoni, L. (eds) Cellular Automata. ACRI 2018. Lecture Notes in Computer Science(), vol 11115. Springer, Cham. https://doi.org/10.1007/978-3-319-99813-8_42
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DOI: https://doi.org/10.1007/978-3-319-99813-8_42
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