Title :
Information Fusion Based on Fuzzy Neural Networks in Application of Monitoring Management
Author :
Xu, Jiren ; Cheng, Jiasong ; Wang, Changbao ; Liu, Jihai ; Yu, Xiaofen
Author_Institution :
Hefei Univ. of Technol., Hefei
Abstract :
This paper set up monitoring management of fuzzy neural networks based on number type,semantic type and indefinite information character through the combination of fuzzy classification and neural networks. If general neural networks is given to fuzzy input signal or fuzzy authority value, fuzzy neural networks, which is the system including language computation, logic inference, distributed processing and nonlinear whose performance are just satisfied with processing demand of multi-sensor information fusion mapping, show complementation of fuzzy system and neural networks. This model is applied to monitoring management of plant unit of submarine vapor, and it demonstrate the system can give right judgement of work position.
Keywords :
fuzzy neural nets; fuzzy systems; sensor fusion; distributed processing; fuzzy authority value; fuzzy classification; fuzzy input signal; fuzzy neural networks; fuzzy system; language computation; logic inference; monitoring management; multisensor information fusion mapping; Computer network management; Computer networks; Distributed computing; Fuzzy logic; Fuzzy neural networks; Fuzzy sets; Fuzzy systems; Monitoring; Neural networks; Signal processing;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
DOI :
10.1109/FSKD.2007.362