DocumentCode
468243
Title
A Sensor Failure Management Method Based on Fuzzy Neural Network
Author
Ni, Jian-Jun ; Niu, Xiao-Ping
Author_Institution
Hohai Univ., Changzhou
Volume
2
fYear
2007
fDate
24-27 Aug. 2007
Firstpage
427
Lastpage
431
Abstract
The sensor management is a new technology, which is developing quickly with the information fusion technology, and become the key part of the information fusion system to improve its performance and function. The sensor failure management is one of the important tasks of the sensor management system, and is present problem under hot discussion. Aim at the different type of the sensor failure, a new method based on fuzzy neural network is presented and the effects of it are studied by computer simulation. The results show that the method based on fuzzy neural network can satisfy the requirements of the sensor failure management, and reduce the fusion data fluctuate and the error of sensor management system very well.
Keywords
failure analysis; fuzzy neural nets; sensor fusion; data fusion; fuzzy neural network; information fusion system; sensor failure management method; Computer network management; Educational institutions; Engineering management; Fuzzy logic; Fuzzy neural networks; Management information systems; Sensor fusion; Sensor systems; Technology management; Voting;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2874-8
Type
conf
DOI
10.1109/FSKD.2007.121
Filename
4406114
Link To Document