Title :
Application of Fuzzy Data Fusion in Multi-sensor Environment Monitor
Author :
Sun Hongge ; Wang Weisheng ; Cao Yi ; He Shenxue ; Yan Xin
Author_Institution :
Coll. of Electr. & Eng., Henan Univ. of Technol., Zhengzhou, China
Abstract :
Fuzzy data fusion based multisensor technology is proposed to monitor the environment in this paper. The temperature, humidity, ventilation amount and other parameters that obtained by multiple sensors were fuzzed firstly. Through the synthetic operation with the decision rule at the data fusion center, the accurate state parameter estimation of the environment was obtained, which can be used in the final information decision. Experimental result shows that the confidence level of the monitoring result is increased and the performance of environment monitoring system is improved.
Keywords :
computerised monitoring; environmental management; environmental science computing; fuzzy set theory; sensor fusion; decision rule; environment monitoring system; fuzzy data fusion; humidity; information decision; multisensor environment monitor; multisensor technology; state parameter estimation; temperature; ventilation; Artificial neural networks; Fuzzy control; Fuzzy set theory; Intelligent sensors; Monitoring; Parameter estimation; Sensor fusion; Sensor phenomena and characterization; Sensor systems; Temperature sensors; environment monitor; fuzzy data fusion; multisensor;
Conference_Titel :
Computational Intelligence and Security, 2009. CIS '09. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5411-2
DOI :
10.1109/CIS.2009.257