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2018 | OriginalPaper | Buchkapitel

Cellular Automata Based Evacuation Process Triggered by Indoors Wi-Fi and GPS Established Detection

verfasst von : N. Kartalidis, I. G. Georgoudas, G. Ch. Sirakoulis

Erschienen in: Cellular Automata

Verlag: Springer International Publishing

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Abstract

This study presents the principles of an application that is designed to facilitate customized evacuation from indoor spaces. The proposed approach combines in-doors detection using existing wireless networks based on trilateration technique and proper evacuation estimation based on cellular automata (CA). An efficient application has been developed that can be installed in smartphones under Android operation system and technically fulfills the scopes of the aforementioned evacuation model. More specifically, it offers the user the option to view her/his location at any time and to find the closest possible route to an exit in case of an emergency. The efficiency of the application to provide reliable guidance towards an exit is also evaluated. Preliminary results are reasonably encouraging; provided that the application is properly customized then a reliable, real-time evacuation guidance could be realized.

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Vorheriges Kapitel Cumulative Mean Crowding and Pedestrian Crowds: A Cellular Automata Model

Nächstes Kapitel Parallel Implementations of Cellular Automata for Traffic Models

Curran, K., Furey, E., Lunney, T., Santos, J., Woods, D., McCaughey, A.: An evaluation of indoor location determination technologies. J. Locat. Based Serv. 5(2), 61–78 (2011)CrossRef

Furey, E., Curran, K., Mc Kevitt, P.: HABITS: a Bayesian filter approach to indoor tracking and location. Int. J. Bio-Inspired Comput. (IJBIC) 4(2), 79–88 (2012)CrossRef

Mazuelas, S., et al.: Robust indoor positioning provided by real-time RSSI values in unmodified WLAN networks. IEEE J. Sel. Topics Sig. Process. 3(5), 821–831 (2009)MathSciNetCrossRef

Han, D., Jung, S., Lee, M., Yoon, G.: Building a practical Wi-Fi-based indoor navigation system. IEEE Pervasive Comput. 13(2), 72–79 (2013)

Nižetić Kosović, I., Jagušt, T.: Enhanced weighted centroid localization algorithm for indoor environments. Int. J. Electron. Commun. Eng. 8(7), 1219–1223 (2014)

Cheng, Y.-C., Chawathe, Y., LaMarca, A., Krumm, J.: Accuracy characterization for metropolitan-scale Wi-Fi localization. In: Proceedings of the 3rd International Conference on Mobile Systems, Applications, and Services, pp. 233–245. IEEE (2005)

Chrysikos, T., Georgopoulos, G., Kotsopoulos, S.: Empirical calculation of shadowing deviation for complex indoor propagation topologies at 2.4 GHz. In: Proceedings of 2009 International Conference on Ultra Modern Telecommunications & Workshops, pp. 1–6. IEEE (2009)

Zhuang, Y., Li, Y., Lan, H., Syed, Z., El-Sheimy, N.: Smartphone-based WiFi access point localisation and propagation parameter estimation using crowdsourcing. IET Electron. Lett. 51(17), 1380–1382 (2015)CrossRef

Chrysikos, T., Georgopoulos, G., Kotsopoulos, S.: Attenuation over distance for indoor propagation topologies at 2.4 GHz. In: Proceedings of 2011 IEEE Symposium on Computers and Communications, pp. 329–334. IEEE (2011)

10.

Georgoudas, I.G., Sirakoulis, G.Ch., Andreadis, I.Th.: An anticipative crowd management system preventing clogging in exits during pedestrian evacuation processes. ΙΕΕΕ Syst. J. 5(1), 129–141 (2011)

11.

Bandini, S., Mauri, G., Serra, R.: Cellular automata: from a theoretical parallel computational model to its application to complex systems. Parallel Comput. 27(5), 539–553 (2001)MathSciNetCrossRef

12.

Lujak, M., Billhardt, H., Dunkel, J., Fernández, A., Hermoso, R., Ossowski, S.: A distributed architecture for real-time evacuation guidance in large smart buildings. Comput. Sci. Inf. Syst. 14(1), 257–282 (2017)CrossRef

13.

https://en.wikipedia.org/wiki/Trilateration

14.

https://www.britannica.com/science/trilateration

15.

Georgoudas, I.G., Koltsidas, G., Sirakoulis, G.Ch., Andreadis, I.Th.: A cellular automaton model for crowd evacuation and its auto-defined obstacle avoidance attribute. In: Bandini, S., Manzoni, S., Umeo, H., Vizzari, G. (eds.) ACRI 2010. LNCS, vol. 6350, pp. 455–464. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-15979-4_48CrossRefMATH

16.

Lubaś, R., Wąs, J., Porzycki, J.: Cellular automata as the basis of effective and realistic agent-based models of crowd behavior. J. Supercomput. 72(6), 2170–2196 (2016)CrossRef

17.

Tsompanas, M.-A.I., Sirakoulis, G.Ch., Adamatzky, A.I.: Evolving transport networks with cellular automata models inspired by slime mould. IEEE Trans. Cybern. 45(9), 1887–1899 (2015)CrossRef

18.

Tsiftsis, A., Georgoudas, I.G., Sirakoulis, G.Ch.: Real data evaluation of a crowd supervising system for stadium evacuation and its hardware implementation. IEEE Syst. J. 10(2), 649–660 (2016)CrossRef

19.

Crociani, L., Vizzari, G., Yanagisawa, D., Nishinari, K., Bandini, S.: Route choice in pedestrian simulation: design and evaluation of a model based on empirical observations. Intelligenza Artificiale 10(2), 163–182 (2016)CrossRef

Titel: Cellular Automata Based Evacuation Process Triggered by Indoors Wi-Fi and GPS Established Detection
verfasst von: N. Kartalidis
I. G. Georgoudas
G. Ch. Sirakoulis
Verlag: Springer International Publishing
Buch: Cellular Automata
Print ISBN: 978-3-319-99812-1

Electronic ISBN: 978-3-319-99813-8

Copyright-Jahr: 2018
DOI: https://doi.org/10.1007/978-3-319-99813-8_45

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