DocumentCode
3084653
Title
Application of Modern Spectral Estimation on Validation for Tactical Missile Simulation Model
Author
Zhao, Shiming ; Wang, Jiangyun ; Ma, Shidong ; Zhou, Zhenping
Author_Institution
Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
fYear
2010
fDate
17-19 Sept. 2010
Firstpage
1099
Lastpage
1102
Abstract
According to the consistency test between simulation and flight telemetry data, the credibility of tactical missile simulation model can be effectively verified. To achieve consistency test of dynamic performance based on frequency domain and improve the effectiveness of simulation model validation, the modern spectral estimation method is adopted to analyze the spectrum of dynamic performance of tactical missile. And the spectrum estimation consistency test methods and criteria based on statistics are proposed. According to simulation results and analysis to the specific application on tactical missiles, modern spectral estimation can not only overcome the defects of classical spectral estimation, such as low frequency resolution and spectral distortion, but also improve non-stationary and low-SNR signal spectrum estimation. Therefore, the application of this method in the field of model validation can effectively promote the credibility assessment of tactical missile simulation model.
Keywords
aerospace simulation; military computing; missiles; program verification; spectral analysis; telemetry; credibility assessment; flight telemetry data; frequency resolution; low SNR signal spectrum estimation; model validation; spectral distortion; spectral estimation; statistical analysis; tactical missile simulation; Computational modeling; Data models; Entropy; Estimation; Missiles; Spectral analysis; Testing; credibility assessment; maximum entropy; model spectral estimation; model validation;
fLanguage
English
Publisher
ieee
Conference_Titel
Pervasive Computing Signal Processing and Applications (PCSPA), 2010 First International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4244-8043-2
Electronic_ISBN
978-0-7695-4180-8
Type
conf
DOI
10.1109/PCSPA.2010.270
Filename
5635713
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