DocumentCode
508585
Title
Research on intelligent monitoring and diagnosis system for radar bit
Author
Huang Yunlai ; Liang Yuying ; Ba Ning ; Xue Jia
Author_Institution
Opt. & Electron. Eng. Dept., Ordnance Eng. Coll., Shijiazhuang
fYear
2009
fDate
20-22 April 2009
Firstpage
1
Lastpage
5
Abstract
The radar built-in test technique is an important way to improve radar testability, maintainability and diagnostic capability. Recently it´s becoming more valuable and being studied and applied to many areas. An intelligent built-in test system of radar is put forward which can carry out the functions of condition monitoring and fault diagnosis. In this paper, we did a simple introduction about the system´s request, function and structure firstly, and then emphasized on an approach about intelligent diagnosis based on one-class support vector machine. This approach was applied to monitor and diagnose radar fault, and a diagnostic model was built up. It is verified by experiments that the model can carry on effective monitoring and diagnosis to radar fault, and it can also bring out a higher fault detection rate and a lower false alarm rate.
Keywords
built-in self test; error statistics; radar signal processing; diagnosis system; diagnostic capability; intelligent monitoring; radar BIT; radar built-in test; radar maintainability; radar testability; Built-In Test; Intelligent Diagnosis; Intelligent Monitoring; One-Class Support Vector Machine;
fLanguage
English
Publisher
iet
Conference_Titel
Radar Conference, 2009 IET International
Conference_Location
Guilin
ISSN
0537-9989
Print_ISBN
978-1-84919-010-7
Type
conf
Filename
5367448
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