DocumentCode
2165690
Title
Study on Fault Diagnosis for radar´s transmitter based on Bayesian network
Author
Lijia, Xu ; Zhiliang, Kang
Author_Institution
School of Information & Engineering Technology, Sichuan Agriculture University, Ya´´an, China
fYear
2010
fDate
4-6 Dec. 2010
Firstpage
5448
Lastpage
5451
Abstract
Fault Diagnosis for radar´s transmitter is very crucial, yet very difficult. Transmitter is complex electrical equipment whose units are full of uncertain factors and information. The paper puts forward a new fault diagnosis method based on Bayesian network for the transmitter. The cause-result graph of transmitter is gained by analyzing its structure firstly, and then the fault model based on Bayesian network is built. The next step is to study its parameters by using certain algorithm. Finally the fault model is tested, and the experiment results show that the proposed method is very effective for diagnose the faults of transmitter.
Keywords
Agriculture; Bayesian methods; Educational institutions; Fault diagnosis; Learning; Radar; Transmitters; Bayesian network; Radar transmitter; fault diagnosis;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4244-7616-9
Type
conf
DOI
10.1109/ICISE.2010.5691929
Filename
5691929
Link To Document