Observer network and forest fire detection

Future Generation Communication Environment (FGCA) is defined as advanced communication and networking environment where all applications and services are focused on users. In this paper an example of such an application is described where the ''user'' is the natural environment and the goal is the environment protection. An idea of observer network is introduced and described as an advanced communication, networking and processing framework for fusion and interpretation of information collected over sensor network having the main goal enhanced environment protection. The framework is inspired by formal theory of perception aimed for environmental intelligence implementation. Environmental intelligence is interpreted as a self-protecting feature of environment gained by integration of sensing devices into environment and appropriate fusion and interpretation of sensing data. Our particular case study was forest fire monitoring observer network. It was implemented as a multi agent system. The paper describes multi agent architecture and the principles of the agent ontology. The multi agent architecture gives the observer network additional flexibility and modularity. Although our case study was forest fire monitoring the same architecture could be used in detection of any kind of phenomenon required in environmental intelligence.

[1]  W. Richards,et al.  Perception as Bayesian Inference , 2008 .

[2]  Donald D. Hoffman,et al.  Observer theory, Bayes theory, and psychophysics , 1996 .

[3]  Kay Römer,et al.  The design space of wireless sensor networks , 2004, IEEE Wireless Communications.

[4]  Michael H. Coen,et al.  Design Principles for Intelligent Environments , 1998, AAAI/IAAI.

[5]  Charles L. Forgy,et al.  Rete: A Fast Algorithm for the Many Patterns/Many Objects Match Problem , 1982, Artif. Intell..

[6]  P. H. Lindsay,et al.  Human Information Processing: An Introduction to Psychology , 1972 .

[7]  Ling Liu,et al.  Guest Editors' Introduction: Sensor-Network Applications , 2006, IEEE Internet Computing.

[8]  P. Singh,et al.  Computing Commonsense , 2004 .

[9]  Guy Juanole,et al.  Observer-A Concept for Formal On-Line Validation of Distributed Systems , 1994, IEEE Trans. Software Eng..

[10]  Y. J. Zhang,et al.  A survey on evaluation methods for image segmentation , 1996, Pattern Recognit..

[11]  Darko Stipaničev,et al.  Data fusion in observer networks , 2007, 2007 IEEE Internatonal Conference on Mobile Adhoc and Sensor Systems.

[12]  Dominic W. Massaro,et al.  Observer Mechanics: A Formal Theory of Perception , 1989 .

[13]  Maja Štula,et al.  Forest Fire Protection by Advanced Video Detection System - Croatian Experiences , 2006 .

[14]  D.J. Russomanno,et al.  Sensor ontologies: from shallow to deep models , 2005, Proceedings of the Thirty-Seventh Southeastern Symposium on System Theory, 2005. SSST '05..