TY - GEN
T1 - The research of the sensor fusion model based on fuzzy comprehensive theory
AU - Zhang, Xiaodan
AU - Niu, Zhendong
AU - Xu, Xiaomei
AU - Zhao, Kun
AU - Cao, Yunjuan
PY - 2007
Y1 - 2007
N2 - A new decision sensor fusion model based on the fuzzy theory, which introduces fuzzy comprehensive assessment into traditional decision sensor fusion technology, is proposed in this paper. Through compare the difference between the architecture of hard decision and soft decision, the soft decision architecture had been applied. At the fusion center, the process of fusion is composed of the comprehensive operation and the global decision, and the global decision of the concerned object could be obtained by fusing the local decision of multiple sensors. In the practical application, the model has been successfully applied in the temperature fault detection and diagnosis system of Jilin Fengman Hydroelectric Simulation System. In the analyses of factual data, the performance of the system precedes that of the traditional diagnosis method.
AB - A new decision sensor fusion model based on the fuzzy theory, which introduces fuzzy comprehensive assessment into traditional decision sensor fusion technology, is proposed in this paper. Through compare the difference between the architecture of hard decision and soft decision, the soft decision architecture had been applied. At the fusion center, the process of fusion is composed of the comprehensive operation and the global decision, and the global decision of the concerned object could be obtained by fusing the local decision of multiple sensors. In the practical application, the model has been successfully applied in the temperature fault detection and diagnosis system of Jilin Fengman Hydroelectric Simulation System. In the analyses of factual data, the performance of the system precedes that of the traditional diagnosis method.
UR - https://www.scopus.com/pages/publications/38049029101
U2 - 10.1007/978-3-540-74769-7_43
DO - 10.1007/978-3-540-74769-7_43
M3 - Conference contribution
AN - SCOPUS:38049029101
SN - 9783540747680
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 396
EP - 402
BT - Bio-Inspired Computational Intelligence and Applications - International Conference on Life System Modeling and Simulation, LSMS 2007, Proceedings
PB - Springer Verlag
T2 - International Conference on Life System Modeling and Simulation, LSMS 2007
Y2 - 14 September 2007 through 17 September 2007
ER -