Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM

Rui Chen; Shujuan Wang

doi:10.1109/IMCCC.2012.239

Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM

Rui Chen^*
, Shujuan Wang

^*Corresponding author for this work

School of Electrical Engineering and Automation, Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Scopus citations

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.

Original language	English
Title of host publication	Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012
Pages	1005-1009
Number of pages	5
DOIs	https://doi.org/10.1109/IMCCC.2012.239
State	Published - 2012
Externally published	Yes
Event	2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012 - Harbin, Heilongjiang, China Duration: 8 Dec 2012 → 10 Dec 2012

Publication series

Name	Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012

Conference

Conference	2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012
Country/Territory	China
City	Harbin, Heilongjiang
Period	8/12/12 → 10/12/12

Keywords

Aerospace electronic equipments
Characteristic classification
Empirical mode decomposition
Relevance vector machine
Remainder detection

Access to Document

10.1109/IMCCC.2012.239

Cite this

Chen, R., & Wang, S. (2012). Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM. In Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012 (pp. 1005-1009). Article 6429074 (Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012). https://doi.org/10.1109/IMCCC.2012.239

Chen, Rui ; Wang, Shujuan. / Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM. Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012. 2012. pp. 1005-1009 (Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012).

@inproceedings{064aac1184a8440ab1d873d2ce7d7d22,

title = "Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM",

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 electronic equipments, Characteristic classification, Empirical mode decomposition, Relevance vector machine, Remainder detection",

author = "Rui Chen and Shujuan Wang",

year = "2012",

doi = "10.1109/IMCCC.2012.239",

language = "英语",

isbn = "9780769549354",

series = "Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012",

pages = "1005--1009",

booktitle = "Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012",

note = "2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012 ; Conference date: 08-12-2012 Through 10-12-2012",

}

Chen, R & Wang, S 2012, Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM. in Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012., 6429074, Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012, pp. 1005-1009, 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012, Harbin, Heilongjiang, China, 8/12/12. https://doi.org/10.1109/IMCCC.2012.239

Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM. / Chen, Rui; Wang, Shujuan.
Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012. 2012. p. 1005-1009 6429074 (Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM

AU - Chen, Rui

AU - Wang, Shujuan

PY - 2012

Y1 - 2012

N2 - 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.

AB - 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.

KW - Aerospace electronic equipments

KW - Characteristic classification

KW - Empirical mode decomposition

KW - Relevance vector machine

KW - Remainder detection

UR - https://www.scopus.com/pages/publications/84874438201

U2 - 10.1109/IMCCC.2012.239

DO - 10.1109/IMCCC.2012.239

M3 - 会议稿件

AN - SCOPUS:84874438201

SN - 9780769549354

T3 - Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012

SP - 1005

EP - 1009

BT - Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012

T2 - 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012

Y2 - 8 December 2012 through 10 December 2012

ER -

Chen R, Wang S. Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM. In Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012. 2012. p. 1005-1009. 6429074. (Proceedings of the 2012 2nd International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC 2012). doi: 10.1109/IMCCC.2012.239

Characteristics classification method of remainders in aerospace electronic equipments based on EMD and RVM

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