The week's pick
Random Articles
Reseach Article
Fire Detection Mechanism using Fuzzy Logic
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 65 - Number 12 |
| Year of Publication: 2013 |
| Authors: Vikshant Khanna, Rupinder Kaur Cheema |
10.5120/10974-6114
|
Vikshant Khanna, Rupinder Kaur Cheema . Fire Detection Mechanism using Fuzzy Logic. International Journal of Computer Applications. 65, 12 ( March 2013), 5-9. DOI=10.5120/10974-6114
Abstract
Research in wireless sensor networks (WSNs) has experienced a significant growth in recent years. One topic of special interest is the use of WSNs in the detection of forest fire as it is a common disastrous phenomenon that constitutes a serious threat. Numerous detection mechanisms are available for forest fire in the literature using wireless sensor networks and other methods. The work presented in this paper expresses the idea of implementing Fuzzy Logic on the information collected by sensors. This collected information will be passed on to the cluster head using Event Detection mechanism. Thus multiple sensors are used for detecting probability of fire as well as direction of fire. Each sensor node consists of multiple sensors that will sense temperature, humidity, light and CO density for calculating probability of fire and azimuth angle for calculating the direction of fire. It will improve accuracy of the detection system, as well as reduce the false alarm rate.
References
- Jun Zheng. 2009. Wireless Sensor Networks-A Networking Perspective. A John Wiley & Sons Inc. Publication.
- A. S. Tenenbaum, C. Gamage, B. Crispo, "Taking Sensor Networks from the Lab to the Jungle," IEEE Computer, vol. 39, Issue 8, IEEE Computer Society, 2006.
- P. Manjunatha, A. K. Verma and A. Srividya, "Multi-Sensor Data Fusion in Cluster based Wireless Sensor Networks Using Fuzzy Logic Method," 2008 IEEE Region 10 Colloquium and the Third ICIIS, Kharagpur, INDIA December 8-10.
- Hamdy Soliman, Komal Sudan, Ashish Mishra, "A Smart Forest-Fire Early Detection Sensory System: Another Approach of Utilizing Wireless Sensor and Neural Networks," IEEE SENSORS 2010 Conference, 2010.
- Giovanni Laneve, "Continous Monitoring of Forest Fires in the Mediterranean Area Using MSG," IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 44, NO. 10, OCTOBER 2006.
- Jerome Vicente, "An image processing technique for automatically detecting forest fire," International Journal of Thermal Sciences, 2002.
- B. Ugur Toreyin, "Wildfire Detection Using LMS Based Active Learning," IEEE, 2009.
- A. K. Singh, Harshit Singh, "Forest Fire Detection through Wireless Sensor Network using Type-2 Fuzzy System," 2012 International Journal of Computer Applications (0975 – 8887).
- Dongrui U, Maowen Nie "Comparison and Practical Implementation of Type-Reduction Algorithms for Type-2 Fuzzy Sets and Systems," 2011 IEEE International Conference on Fuzzy Systems June 27-30, 2011, Taipei, Taiwan.
- Timothy J. Ross. 2004. Fuzzy Logic With Engineering Applications. A John Wiley & Sons Inc. Publ
Index Terms
Keywords