Abstract
The study of forest fires has been traditionally considered as an important application due to the inherent danger that this entails. This phenomenon takes place in hostile regions of difficult access and large areas. Introduction of new technologies such as Wireless Sensor Networks (WSNs) has allowed us to monitor such areas. In this paper, an intelligent system for fire prediction based on wireless sensor networks is presented. This system obtains the probability of fire and fire behavior in a particular area. This information allows firefighters to obtain escape paths and determine strategies to fight the fire. A firefighter can access this information with a portable device on every node of the network. The system has been evaluated by simulation analysis and its implementation is being done in a real environment.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Akyildiz, I.F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: Wireless sensor networks: A survey. Computer Networks 38(4), 393–422 (2002)
Mainwaring, A., Polastre, J., Szewczyk, R., Culler, D., Anderson, J.: Wireless sensor networks for habitat monitoring. In: Proceedings of the International Workshop on Wireless Sensor Networks and Applications, pp. 88–97 (2002)
Ramachandran, C., Misra, S., Obaidat, M.S.: A probabilistic zonal approach for swarm-inspired wildfire detection using sensor networks. International Journal of Communication Systems 21(10), 1047–1073 (2008)
Manjunatha, J., Verma, A.K., Srividya, A.: Multi-Sensor data fusion in cluster based wireless sensor networks using fuzzy logic method. In: Proceedings of the International Conference on Industrial and Information Systems (2008)
Zhang, J., Li, W., Yin, Z., Liu, S., Guo, X.: Forest Fire Detection System based on Wireless Sensor Network. In: 4th IEEE Conference on Industrial Electronics and Applications, pp. 520–523 (2009)
Li, W., Zhang, J., Zhang, J., Xia, Z., Wang, G.: The monitoring of host computer for forest fire detection system based on wireless sensor network. In: 5th International Conference on Wireless Communications, Networking and Mobile Computing, pp. 1–4 (2009)
Hefeeda, M., Bagheri, M.: Wireless sensor networks for early detection of forest fires. In: IEEE International Conference on Mobile Adhoc and Sensor Systems, pp. 1–6 (2007)
Kosucu, B., Irgan, K., Kucuk, G., Baydere, S.: FireSenseTB: A wireless sensor networks testbed for forest fire detection. In: 6th International Conference on Wireless Communications and Mobile Computing: Connecting the World Wirelessly, pp. 1173–1177 (2009)
Cherniak, A., Zadorozhny, V.: Towards adaptive sensor data management for distributed fire evacuation infrastructure. In: 11th International Conference on Mobile Data Management, pp. 151–156 (2010)
García, E.M., Serna, M.A., Bermúdez, A., Casado, A.: Simulating a WSN-based wildfire fighting support system. In: International Symposium on Parallel and Distributed Processing with Application, pp. 896–902 (2008)
Lei, Z., Lu, J.: Distributed coverage of forest fire border based on WSN. In: 2nd International Conference on Industrial and Information Systems, pp. 341–344 (2010)
Obregón, P.D.P., Sondón, S., Sañu, S., Masson, F., Mandolesi, P.S., Julián, P.M.: System Based on Sensor Networks for Application in Forest Fire Prevention. In: Micro-Nanoelectronics, Technoloy and Applications, pp. 61–65 (2009)
Antoine-Santoni, T., Santucci, J.F., de Gentili, E., Silvani, X., Morandini, F.: Performance of a protected wireless sensor network in a fire: analysis of fire spread and data transmission. Sensors 9(8), 5878–5893 (2009)
Liu, S., Tu, D., Zhang, Y.: Multiparameter fire detection based on wireless sensor network. In: IEEE International Conference on Intelligent Systems, pp. 203–206 (2009)
Plan INFOCA 2003. Cap I-VIII, http://www.juntadeandalucia.es
Marin-Perianu, M., Havinga, P.: D-FLER – A Distributed Fuzzy Logic Engine for Rule-Based Wireless Sensor Networks. In: Ichikawa, H., Cho, W.-D., Satoh, I., Youn, H.Y. (eds.) UCS 2007. LNCS, vol. 4836, pp. 86–101. Springer, Heidelberg (2007)
Fire: Public domain software for the wildlandfire community (2008), http://www.fire.org
Rothermel, R.C.: How to predict the spread and intensity of forest and range fires. US Department of Agriculture, Forest Service, General Technical Report, INT-143 (1983)
Canadian Forest Fire Danger Rating System (CFFDRS), Equations and FORTRAN program for the Canadian forest fire weather index system (1985)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Gasull, V.G., Larios, D.F., Barbancho, J., León, C., Obaidat, M.S. (2012). A Wildfire Prediction Based on Fuzzy Inference System for Wireless Sensor Networks. In: Obaidat, M.S., Sevillano, J.L., Filipe, J. (eds) E-Business and Telecommunications. ICETE 2011. Communications in Computer and Information Science, vol 314. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35755-8_4
Download citation
DOI: https://doi.org/10.1007/978-3-642-35755-8_4
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-35754-1
Online ISBN: 978-3-642-35755-8
eBook Packages: Computer ScienceComputer Science (R0)