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
Link To Document :
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