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
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;
Conference_Titel :
Radar Conference, 2009 IET International
Conference_Location :
Guilin
Print_ISBN :
978-1-84919-010-7