DocumentCode
3519548
Title
Credibility Evaluation of Missile Flight Simulation Model
Author
Zhou, Yanyan ; Zhang, Dongyang ; Ren, Baoxiang
Author_Institution
Dept. of Sci. Res., Air Force Eigineer Univ. Xi´´an Shaanxi, Xi´´an, China
fYear
2010
fDate
28-29 Oct. 2010
Firstpage
471
Lastpage
474
Abstract
In this paper, credibility evaluation issue of missile flight simulation model is studying by applying neural network technique. Aiming at the subsistent insufficiency of model validation method in application, we present a credibility evaluation method based on neural network. Which uses the powerful ability of nonlinearity mapping of neural network by utilizing missile flight state data of simulation model as training set to train neural network firstly, ascertain the accurate degree of models by the value of the output(reliability series)of trained neural network when flight test data of missile act on the trained neural network then, thereby giving the credibility evaluation to the models. Validation simulation results of a certain type of missile flight simulation model lastly further show the feasibility and validity of this method.
Keywords
aerospace simulation; learning (artificial intelligence); missiles; neural nets; credibility evaluation method; missile flight simulation model; neural network training; nonlinearity mapping; Aerospace simulation; Artificial neural networks; Data models; Mathematical model; Missiles; Numerical models; Object oriented modeling; Credibility; Missile Flight; Model Validation; Neural Network; Simulation Model;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on
Conference_Location
Huanggang
Print_ISBN
978-1-4244-8148-4
Electronic_ISBN
978-0-7695-4196-9
Type
conf
DOI
10.1109/IPTC.2010.87
Filename
5663435
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