Wang Yankui, Deng Xueying, . Experimental Investigation on Effect of Horizontal Tail Deflectionon Aerodynamic Characteristics of Aircraft under Vectoring Jet[J]. Journal of Beijing University of Aeronautics and Astronautics, 2003, 29(2): 156-160. (in Chinese)
Citation: Cui Guilei, Tang Yonghua. Rocket fault feature extraction based on time-frequency analysis[J]. Journal of Beijing University of Aeronautics and Astronautics, 2012, 38(6): 741-744,749. (in Chinese)

Rocket fault feature extraction based on time-frequency analysis

  • Received Date: 10 Mar 2011
  • Publish Date: 30 Jun 2012
  • To obtain more valuable information from rocket flight test data as much as possible, a fault feature extraction model was proposed to the need of rocket vibration analysis. 3D Fourier spectrum was constucted to analyze the time-varying trend of entire observation signal efficiently. Standard and fast algorithm of Wigner-Ville distribution was studied to describe the frequency spectrum of interesting data segments accurately. The model and methods were illustrated on rocket telemetry data. The results prove the model-s direct-vision, high efficiency, and accuracy. It-s of great significance for designing a rocket with high reliability and performance to analyze the flight test data more deeply, based on time-frequency analysis methods.

     

  • [1]
    陈以恩,李连周,唐永华,等.遥测数据处理[M].北京:国防工业出版社,2002:3-20 Chen Yien,Li Lianzhou,Tang Yonghua,et al.Telemetry data processing[M].Beijing: National Defence Industry Press,2002:3-20(in Chinese)
    [2]
    GJB2238A—2004 遥测数据处理[S] GJB2238A—2004 Telemetry data processing[S] (in Chinese)
    [3]
    Chaparro L F,Akan A.Special issue on time-frequency signal analysis and its applications[J].Journal of the Franklin Institute,2000,337(4):287-289
    [4]
    Samantaray L,Dash M,Panda R.A review on time-frequency,time-scale and scale-frequency domain signal analysis[J].IETE Journal of Research,2005,51(4):287-293
    [5]
    Stankovic S.Time-frequency analysis and its application in digital watermarking[J].EURASIP Journal on Advances in Signal Processing,2010(2):1-20
    [6]
    Sejdic E,Djurovic I,Jiang J.Time-frequency feature representation using energy concentration:an overview of recent advances[J].Digital Signal Processing,2009,19(1): 153-183
    [7]
    Ristic B,Boashash B.Kernel design for time-frequency signal analysis using the Radon transform[J].IEEE Transactions on Signal Processing,1993,41(5): 1996-2008
    [8]
    Barkat B,Boashash B.A high-resolution quadratic time-frequency distribution for multicomponent signals analysis [J].IEEE Transactions on Signal Processing,2001,49(10): 2232-2239
    [9]
    Shafi,I,Ahmad J,Shah,S I,et al.Techniques to obtain good resolution and concentrated time-frequency distributions: a review[J].EURASIP Journal on Advances in Signal Processing,2009(2):1-43
    [10]
    Hlawatsch F,Boudreaux-Bartels G F.Linear andquadratic time-frequency signal representations[J].IEEE Signal Processing,1992,9(2): 21-67
    [11]
    Jeffrey C,Patrick F.Virtues and vices of quadratic time-frequency distributions[J].IEEE Transactions on Signal Processing,2000,48(9): 2641-2650
    [12]
    Cohen L.Time-frequency distributions-a review[J].Proceedings of the IEEE,1989,77(7): 941-981
    [13]
    Boashash B,Black P J.An efficient real-time implementation of the Wigner-Ville distribution[J].IEEE Transactions on Acoustics Speech and Signal Processing,1987,35(11): 1611-1618
    [14]
    Xu Y N,Zhao Y,Jin C F,et al.Salient target detection based on pseudo-Wigner-Ville distribution and Renyi entropy[J].Optics Letters,2010,35(4):475-477
    [15]
    Climente-Alarcon V,Antonino-Daviu J A,Riera M,et al.Wigner-Ville distribution for the detection of high-order harmonics due to rotor asymmetries[C]//IEEE International Symposium on Diagnostics for Electric Machines,Power Electronics and Drives.[s.l.]:IEEE,2009:119-124
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