DocumentCode
168244
Title
Building Fire Alarm System with Multi-sensor and Information Fusion Technology Based on D-S Evidence Theory
Author
Qian Ding ; Zhenghong Peng ; Tianzhen Liu ; Qiaohui Tong
Author_Institution
Sch. of Urban Design, Wuhan Univ., Wuhan, China
fYear
2014
fDate
10-12 June 2014
Firstpage
906
Lastpage
909
Abstract
Multi-sensor and information fusion technology based on Dempster-Shafer evidence theory are applied in the system of building fire alarm to realize early detecting and alarming. By using multi-sensor to monitor the parameters of fire process, such as light, smoke, temperature, gas and wet, the range of fire monitoring in space and time is expanded compared with single-sensor system. Then D-S evidence theory is applied to fuse the information from 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 conflict evidence from the multi-sensor robustly, and improve the reliability of fire warning significantly.
Keywords
alarm systems; emergency management; fires; inference mechanisms; sensor fusion; uncertainty handling; D-S evidence theory; Dempster-Shafer evidence theory; building fire alarm system; fire process; fire warning; gas parameter; information fusion technology; light parameter; multisensor fusion technology; smoke parameter; temperature parameter; wet parameter; Buildings; Fires; Monitoring; Sensor fusion; Sensor systems; Temperature sensors; D-S theory; building; fire alarm; information fusion; multi-sensor;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer, Consumer and Control (IS3C), 2014 International Symposium on
Conference_Location
Taichung
Type
conf
DOI
10.1109/IS3C.2014.238
Filename
6846030
Link To Document