Tank gun recoil mechanism technical condition assessment based on improved kernel function SVM

Author

Su Zhongting ; Zhenjun, Yang ; Xuexin, Zhang

Author_Institution

Acad. of Armored Force Eng., Beijing, China

Volume

4

fYear

2011

Firstpage

361

Lastpage

363

Abstract

Recoil mechanism technical condition assessment is the presupposition of outfit using and servicing. This paper import support vector machine and upbuild recoil mechanism technical condition assessment model based on analyzing and dealing with recoil and counterrecoil parameter by dint of artificial recoiling on-line test equipment. The optimizing of assessment model using combined kernel function improved the preciseness. Instance analysis indicated that the pattern recognition method based on improved kernel function support vector machine is effective for evaluating recoil mechanism technical condition.

Keywords

military vehicles; pattern recognition; support vector machines; artificial recoiling; assessment model; counterrecoil parameter; improved kernel function SVM; instance analysis; online test equipment; pattern recognition; support vector machine; tank gun recoil mechanism; technical condition assessment; Aggregates; Correlation; Kernel; Resistance; Support vector machines; Testing; Training; improved kernel function; recoil mechanism; support vector machine; technical condition assessment;

fLanguage

English

Publisher

ieee

Conference_Titel

Electronic Measurement & Instruments (ICEMI), 2011 10th International Conference on

Conference_Location

Chengdu

Print_ISBN

978-1-4244-8158-3

Type

conf

DOI

10.1109/ICEMI.2011.6038016

Filename

6038016