• 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