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Multi-Sensor Building Fire Alarm System with Information Fusion Technology Based on D-S Evidence Theory

Authors :
Qian Ding
Zhenghong Peng
Tianzhen Liu
Qiaohui Tong
Source :
Algorithms, Vol 7, Iss 4, Pp 523-537 (2014)
Publication Year :
2014
Publisher :
MDPI AG, 2014.

Abstract

Multi-sensor and information fusion technology based on Dempster-Shafer evidence theory is applied in the system of a building fire alarm to realize early detecting and alarming. By using a multi-sensor to monitor the parameters of the fire process, such as light, smoke, temperature, gas and moisture, the range of fire monitoring in space and time is expanded compared with a single-sensor system. Then, the D-S evidence theory is applied to fuse the information from the multi-sensor with the specific fire model, and the fire alarm is more accurate and timely. The proposed method can avoid the failure of the monitoring data effectively, deal with the conflicting evidence from the multi-sensor robustly and improve the reliability of fire warning significantly.

Details

Language :
English
ISSN :
19994893
Volume :
7
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Algorithms
Publication Type :
Academic Journal
Accession number :
edsdoj.96b74e8c46274d36a298b75e5eb009a5
Document Type :
article
Full Text :
https://doi.org/10.3390/a7040523