Title :
Study on Fault Detection Method Based on SVMs
Author :
Li-Bing, Wang ; Shang Chao-xuan
Author_Institution :
Dept. of Opt. & Electron. Eng., Ordnance Coll., Shijiazhuang, China
Abstract :
This paper puts forward the importance of fault detection to the weapon equipment system, introduces some intelligent fault mode detection techniques in common use and analyses the merits and demerits to each of them. Then this paper analyses the basic principle of SVMS, validates the feasibility of fault mode detection method based on SVMS by emulation, and summarizes the problems existing.
Keywords :
fault diagnosis; military computing; support vector machines; weapons; SVM; intelligent fault mode detection techniques; support vector machine; weapon equipment system; Pervasive computing; Signal processing; emulation; fault mode; support vector;
Conference_Titel :
Pervasive Computing Signal Processing and Applications (PCSPA), 2010 First International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-8043-2
Electronic_ISBN :
978-0-7695-4180-8
DOI :
10.1109/PCSPA.2010.125
