Performance study of wireless sensor and actuator networks in forest fire scenarios

SUMMARY Wireless sensor and actuator networks (WSANs) for environmental disaster scenarios are considered in this paper. A fully independent and autonomous WSAN system that is able to detect and extinguish a fire in a burning wildland area is proposed. Although forest fire detection is a classical application for sensor networks, in this paper, this research area is extended, taking into account actuators and their ability to put out fire in the presence of measurement inaccuracy and network degradation. A system architecture is proposed, modelled and discussed. An extensive set of computer simulations analysing the system performance is reported. The presented results show the efficiency of fire-fighting actions depending on the sensors’ density and the actuators’ mobility. Copyright © 2012 John Wiley & Sons, Ltd.

[1]  I. Akyildiz,et al.  OF Wireless sensor and actor networks : research challenges q , 2004 .

[2]  Peter W. Eklund A distributed spatial architecture for bush fire simulation , 2001, Int. J. Geogr. Inf. Sci..

[3]  M. Flannigan,et al.  Forest Fires and Climate Change in the 21ST Century , 2006 .

[4]  Dario Pompili,et al.  Handling Mobility in Wireless Sensor and Actor Networks , 2010, IEEE Transactions on Mobile Computing.

[5]  Gregory J. Pottie,et al.  Protocols for self-organization of a wireless sensor network , 2000, IEEE Wirel. Commun..

[6]  Li Xiao,et al.  Sensor Localization under Limited Measurement Capabilities , 2007, IEEE Network.

[7]  J. A. M. S. Duarte FIRE SPREAD IN NATURAL FUEL: COMPUTATIONAL ASPECTS , 1997 .

[8]  Peter I. Corke,et al.  Environmental Wireless Sensor Networks , 2010, Proceedings of the IEEE.

[9]  Apratim Shaw,et al.  A Fluid Dynamic Based Coordination of a Wireless Sensor Network of Unmanned Aerial Vehicles: 3-D Simulation and Wireless Communication Characterization , 2011, IEEE Sensors Journal.

[10]  Henley,et al.  Statics of a "self-organized" percolation model. , 1993, Physical review letters.

[11]  C.K. Harnett,et al.  SALAMANDER: A Distributed Sensor System for Aquatic Environmental Measurements , 2008, 2008 IEEE Instrumentation and Measurement Technology Conference.

[12]  Feng Xia,et al.  Wireless Sensor/Actuator Network Design for Mobile Control Applications , 2007, Sensors.

[13]  Allen G. Hunt,et al.  A new conceptual model for forest fires based on percolation theory , 2008, Complex..

[14]  John Crank,et al.  The Mathematics Of Diffusion , 1956 .

[15]  Hai Li,et al.  Development & Demonstration of the Utility of Wireless Environmental Sensors Incorporating a Multi-hop Protocol , 2008, 2008 Second International Conference on Sensor Technologies and Applications (sensorcomm 2008).

[16]  Wei Tu,et al.  Distributed scheduling scheme for video streaming over multi-channel multi-radio multi-hop wireless networks , 2010, IEEE Journal on Selected Areas in Communications.

[17]  Iven M. Y. Mareels,et al.  Control of Large-Scale Irrigation Networks , 2007, Proceedings of the IEEE.

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

[19]  R.L. Moses,et al.  Locating the nodes: cooperative localization in wireless sensor networks , 2005, IEEE Signal Processing Magazine.

[20]  Dario Pompili,et al.  Communication and Coordination in Wireless Sensor and Actor Networks , 2007, IEEE Transactions on Mobile Computing.

[21]  E. A. Catchpole,et al.  Modelling the spread of grass fires , 1982, The Journal of the Australian Mathematical Society. Series B. Applied Mathematics.

[22]  I. Stojmenovic,et al.  Message-Efficient Beaconless Georouting With Guaranteed Delivery in Wireless Sensor, Ad Hoc, and Actuator Networks , 2010, IEEE/ACM Transactions on Networking.

[23]  Timothy W. McLain,et al.  Cooperative forest fire surveillance using a team of small unmanned air vehicles , 2006, Int. J. Syst. Sci..

[24]  J. Karl Hedrick,et al.  Autonomous UAV path planning and estimation , 2009, IEEE Robotics & Automation Magazine.

[25]  Pawel Kulakowski,et al.  A Battle for a Forest : 3-Layered Model of Fire-Fighters Actions Based on Limited Information Gathered by a Wireless Sensor Network , 2010 .

[26]  Mark R. McCord,et al.  Roadway traffic monitoring from an unmanned aerial vehicle , 2006 .

[27]  M. Markus,et al.  Fluctuation theorem for a deterministic one-particle system. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[28]  Paul J. M. Havinga,et al.  Enabling mobility in heterogeneous wireless sensor networks cooperating with UAVs for mission-critical management , 2008, IEEE Wireless Communications.

[29]  Pablo J. Zarco-Tejada,et al.  Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[30]  YangYang,et al.  Wireless sensor and actuator networks , 2010 .

[31]  Henrik Jeldtoft Jensen,et al.  Efficient algorithm for the forest fire model. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[32]  Ian F. Akyildiz,et al.  A Spatial Correlation Model for Visual Information in Wireless Multimedia Sensor Networks , 2009, IEEE Transactions on Multimedia.

[33]  Michele Zorzi,et al.  Geographic Random Forwarding (GeRaF) for Ad Hoc and Sensor Networks: Multihop Performance , 2003, IEEE Trans. Mob. Comput..

[34]  Naeem Jan,et al.  Forest fires as critical phenomena , 1984 .

[35]  Zenon Chaczko,et al.  Wireless Sensor Network Based System for Fire Endangered Areas , 2005, Third International Conference on Information Technology and Applications (ICITA'05).

[36]  Shlomo Havlin,et al.  Finding a better immunization strategy. , 2008, Physical review letters.

[37]  Pawel Kulakowski,et al.  Sensors-actuators cooperation in WSANs for fire-fighting applications , 2010, 2010 IEEE 6th International Conference on Wireless and Mobile Computing, Networking and Communications.

[38]  Jonathan P. How,et al.  Increasing autonomy of UAVs , 2009, IEEE Robotics & Automation Magazine.

[39]  H. Anderson,et al.  Predicting wind-driven wild land fire size and shape / , 1983 .

[40]  Christos Faloutsos,et al.  Epidemic thresholds in real networks , 2008, TSEC.

[41]  Yanjun Li,et al.  Wireless Sensor Network Design for Wildfire Monitoring , 2006, 2006 6th World Congress on Intelligent Control and Automation.

[42]  B. Porterie,et al.  Modeling forest fire spread and spotting process with small world networks , 2007 .

[43]  Abbas Jamalipour,et al.  Accuracy, latency, and energy cross-optimization in wireless sensor networks through infection spreading , 2011, Int. J. Commun. Syst..

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

[45]  Drossel,et al.  Self-organized critical forest-fire model. , 1992, Physical review letters.

[46]  David M. Doolin,et al.  Wireless sensors for wildfire monitoring , 2005, SPIE Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[47]  Pawel Kulakowski,et al.  Angle-of-arrival localization based on antenna arrays for wireless sensor networks , 2010, Comput. Electr. Eng..

[48]  Martin Haenggi,et al.  Mobile sensor-actuator networks: opportunities and challenges , 2002, Proceedings of the 2002 7th IEEE International Workshop on Cellular Neural Networks and Their Applications.

[49]  Volker Grimm,et al.  Unifying Wildfire Models from Ecology and Statistical Physics , 2009, The American Naturalist.

[50]  Andreas Willig,et al.  Protocols and Architectures for Wireless Sensor Networks , 2005 .

[51]  Richard Han,et al.  FireWxNet: a multi-tiered portable wireless system for monitoring weather conditions in wildland fire environments , 2006, MobiSys '06.

[52]  Kevin M. Passino,et al.  Distributed Task Assignment for Mobile Agents , 2007, IEEE Transactions on Automatic Control.

[53]  Christopher Crossman,et al.  Sensor and Actuator Networks: Protecting Environmentally Sensitive Areas , 2009, IEEE Pervasive Computing.

[54]  Eusebi Calle,et al.  A multiple failure propagation model in GMPLS-based networks , 2010, IEEE Network.

[55]  M. Finney Design of Regular Landscape Fuel Treatment Patterns for Modifying Fire Growth and Behavior , 2001, Forest Science.

[56]  R. Pastor-Satorras,et al.  Steady-state dynamics of the forest fire model on complex networks , 2009, 0911.0569.

[57]  Henry Margenau,et al.  The mathematics of physics and chemistry , 1943 .