A Wildfire Prediction Based on Fuzzy Inference System for Wireless Sensor Networks

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.

[1]  Junguo Zhang,et al.  The Monitoring of Host Computer for Forest Fire Detection System Based on Wireless Sensor Network , 2009, 2009 5th International Conference on Wireless Communications, Networking and Mobile Computing.

[2]  Jean François Santucci,et al.  Performance of a Protected Wireless Sensor Network in a Fire. Analysis of Fire Spread and Data Transmission , 2009, Sensors.

[3]  Gürhan Küçük,et al.  FireSenseTB: a wireless sensor networks testbed for forest fire detection , 2009, IWCMC.

[4]  Jianhua Lu,et al.  Distributed coverage of forest fire border based on WSN , 2010, 2010 2nd International Conference on Industrial and Information Systems.

[5]  Shixing Liu,et al.  Multiparameter fire detection based on wireless sensor network , 2009, 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems.

[6]  Van Wagner Equations and FORTRAN program for the Canadian Forest Fire Weather Index System , 1985 .

[7]  John Anderson,et al.  Wireless sensor networks for habitat monitoring , 2002, WSNA '02.

[8]  Vladimir Zadorozhny,et al.  Towards Adaptive Sensor Data Management for Distributed Fire Evacuation Infrastructure , 2010, 2010 Eleventh International Conference on Mobile Data Management.

[9]  Junguo Zhang,et al.  Forest fire detection system based on wireless sensor network , 2009, 2009 4th IEEE Conference on Industrial Electronics and Applications.

[10]  Pablo S. Mandolesi,et al.  System based on sensor networks for application in forest fire prevention , 2009, 2009 Argentine School of Micro-Nanoelectronics, Technology and Applications.

[11]  Majid Bagheri,et al.  Wireless Sensor Networks for Early Detection of Forest Fires , 2007, 2007 IEEE Internatonal Conference on Mobile Adhoc and Sensor Systems.

[12]  Paul J. M. Havinga,et al.  D-FLER - A Distributed Fuzzy Logic Engine for Rule-Based Wireless Sensor Networks , 2007, UCS.

[13]  Mohammad S. Obaidat,et al.  A probabilistic zonal approach for swarm-inspired wildfire detection using sensor networks , 2008 .

[14]  Aurelio Bermúdez,et al.  Simulating a WSN-Based Wildfire Fighting Support System , 2008, 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications.

[15]  Ian F. Akyildiz,et al.  Wireless sensor networks: a survey , 2002, Comput. Networks.

[16]  A. Srividya,et al.  Multi-Sensor Data Fusion in Cluster based Wireless Sensor Networks Using Fuzzy Logic Method , 2008, 2008 IEEE Region 10 and the Third international Conference on Industrial and Information Systems.