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Modelling and Self-organizing in Mobile Wireless Sensor Networks: Application to Fire Detection

by Elie Tagne Fute, Emmanuel Tonye
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International Journal of Applied Information Systems
Foundation of Computer Science (FCS), NY, USA
Volume 5 - Number 3
Year of Publication: 2013
Authors: Elie Tagne Fute, Emmanuel Tonye
10.5120/ijais12-450874

Elie Tagne Fute, Emmanuel Tonye . Modelling and Self-organizing in Mobile Wireless Sensor Networks: Application to Fire Detection. International Journal of Applied Information Systems. 5, 3 ( February 2013), 1-7. DOI=10.5120/ijais12-450874

@article{ 10.5120/ijais12-450874,
author = { Elie Tagne Fute, Emmanuel Tonye },
title = { Modelling and Self-organizing in Mobile Wireless Sensor Networks: Application to Fire Detection },
journal = { International Journal of Applied Information Systems },
issue_date = { February 2013 },
volume = { 5 },
number = { 3 },
month = { February },
year = { 2013 },
issn = { 2249-0868 },
pages = { 1-7 },
numpages = {9},
url = { https://www.ijais.org/archives/volume5/number3/423-0874/ },
doi = { 10.5120/ijais12-450874 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2023-07-05T16:01:14.853973+05:30
%A Elie Tagne Fute
%A Emmanuel Tonye
%T Modelling and Self-organizing in Mobile Wireless Sensor Networks: Application to Fire Detection
%J International Journal of Applied Information Systems
%@ 2249-0868
%V 5
%N 3
%P 1-7
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper describes the design of a system for wildfire monitoring incorporating wireless sensors. A wireless sensor network (WSN) is a complex system. In complex systems, multiple aspects interact and influence each other. A vast number of entities are present in the system. Traditional modelling and simulation techniques fail to capture interactions between loosely coupled aspects of a complex system. This paper also describes a modelling approach of the mobile WSN based on Holonic Multi- Agent paradigm (Holonic Multi-Agent Systems (HMAS)). The holonic model has the characteristics of scalability and robustness. The approach of modelling used is organizational and it uses four basic concepts: Role, Interaction, Organization and Capacity. This paper mainly presents the formulation problem of fire detection. An application is made to the patrolling task and the detection and avoidance of the obstacles during moving of the mobile sensor.

References
  1. S. Byungrak, Yong sork Her, and K. Jung-Gyu. A Design and Implementation of Forest-Fires Surveillance System based onWireless Sensor Networks for South Korea Mountains. In IJCSNS International Journal of Computer Science and Network Security, Vol. 6 No. 9B, 2006.
  2. Y. Chevaleyre. Theoretical Analysis of the Multi-Agent Patrolling Problem. In IAT, 2004.
  3. D. M. Doolin and N. Sitar. Wireless sensors for wildfire monitoring. In Proceedings of the SPIE, Vol. 5765, pages 477–484, 2005.
  4. Chien-Liang Fok. Efficient Fire Detection and Tracking Using Mobile Agents in a Wireless Sensor Network. In MURI ONR 3-Year Review, Baltimore, 2004.
  5. E. T. Fute, F. Lauri, A. Koukam, and E. Tonye. The Coverage Problem in Wireless Sensor Networks by Holonic Multi-agent Approach. In International Journal of Computing and ICT Research, IJCIR, ACM, ISSN 1818-1139 (Print), ISSN 1996-1065 (Online), Vol. 3, No. 1, pages 32– 41, 2009.
  6. E. T. Fute, E. Tonye, A. Koukam, and F. Lauri. Multi-Agent Patrolling Strategy: Application to the Exploration Environment Problem. In International Journal of Automation, Robotics and Autonomous Systems, ICGST-ARAS, ISSN 1687-4811 (Print), 1687-482X (Online), Vol. 9, Issue 2, 2009.
  7. A. Nicolas Gaud. Systmes Multi-Agents Holoniques : De L'analyse L'implantation. PhD thesis, Universit de Technologie de Belfort-Montbliard, 2007.
  8. Arnaud Glad. Etude de l'auto-organisation dans les algorithmes de patrouille multi-agent fondes sur les phromones digitales. PhD thesis, Universit Nancy 2, 2011.
  9. F. Lauri and A. Koukam. A Two-Step Evolutionary and ACO Approach for Solving the Multi-Agent Patrolling Problem. In WCCI, Hong-Kong, China, 2008.
  10. Z. Li, S. Nadon, and J. Cihlar. Satellite detection of Canadian boreal forest fires: development and application of the algorithm. In International Journal of Remote Sensing, Vol. 21, no. 16, pages 3057–3069, 2000.
  11. A. Machado, G. Ramalho, J. D. Zucker, and A. Drogoul. Multi-Agent Patrolling : an Empirical Analysis of Alternatives Architectures. In Proc. of 3rd MABS, pages 155–170, 2002.
  12. D. Massaguer. Multi Mobile Agent Deployment on Wireless Sensor Networks. In University of California, Irvine, 2005.
  13. C. Massimo, Gaud Nicolas, S. Galland, V. Hilaire, and A. Koukam. A Holonic Metamodel for Agent-Oriented Analysis and Design. In Industrial Applications of Holonic and Multi-Agent Systems: Holonic and Multi-Agent Systems for Manufacturing, pages 237–246, 2007.
  14. MODIS. Moderate-resolution Imaging Spectroradiometer. In MODIS, 2008. http://modis. gsfc. nasa. gov/index. php, visited the 02 july 2008.
  15. S. Rodriguez, V. Hilaire, and al. A Formal Holonic Framework with Proved Self-Organizing Capabilities. In World Scientific, 2007.
  16. S. Rodriguez, V. Hilaire, and A. Koukam. Toward a Methodological Framework for Holonic multi-agent systems. In ESAW'03, 2003.
  17. Liyang Yu, Neng Wang, and Xiaoqiao Meng. Real-time Forest Fire Detection with Wireless Sensor Networks, IEEE. In proc IEEE MABS, 2005.
Index Terms

Computer Science
Information Sciences

Keywords

Wireless sensor network mobile sensors patrolling agent multi-agent system holon fire detection

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