Title :
Characteristics Classification Method of Remainders in Aerospace Electronic Equipments Based on EMD and RVM
Author :
Rui Chen ; Shujuan Wang
Author_Institution :
Sch. of Electr. Eng. & Autom., Harbin Inst. of Technol., Harbin, China
Abstract :
Characteristics classification of remainders in aerospace electronic equipments plays a significant role in safety and reliability of an aerospace system. It´s difficult to analyze and classify characteristics of the remainders, because several factors, such as the structure and the material of remainders, influence the characteristic analysis and classification. Therefore, a method to analyze and classification characteristics of remainders in aerospace electronic equipments is proposed on the basis of empirical mode decomposition and relevance vector machine.
Keywords :
aerospace safety; reliability; signal classification; space vehicle electronics; EMD; RVM; aerospace electronic equipments; aerospace system reliability; aerospace system safety; empirical mode decomposition; relevance vector machine; remainder characteristics classification method; Aerospace electronics; Electric shock; Electronic equipment; Empirical mode decomposition; Materials; Support vector machines; Vibrations; Aerospace electronic equipments; Characteristic classification; Empirical mode decomposition; Relevance vector machine; Remainder detection;
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2012 Second International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-5034-1
DOI :
10.1109/IMCCC.2012.239
