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Volume 35 Issue 3
May  2013
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Laser interferometer signal processing based on empirical mode decomposition

  • Corresponding author: YE Yu-tang, ytye@uestc.edu.cn
  • Received Date: 2010-07-21
    Accepted Date: 2010-08-06
  • In order to suppress the high-frequency noise contained in the wavelet ridge obtained from the laser interference velocity measurement system and improve the system accuracy, a method based on empirical mode decomposition was proposed . Theoretical analysis and experimental results show that this method can significantly suppress the high-frequency noise. The measurement error is 42.3% of the original one before optimization. This method improves the system accuracy of the all-fiber displacement interferometer system for any reflector and it is applicable in signal denoising in time-frequency analysis.
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  • [1]

    STRAND O T,BERZINS L V,GOOSMAN D R.Velocimetry using heterodyne techniques[J].Proceedings of SPIE,2005,5580:593-599.
    [2]

    HOLTKAMP D B.Survey of optical velocimetry experiments-applications of PDV,a heterodyne velocimeter[C] //IEEE international Conference on Maqagauss Maqnetic Field Generation and Related Topics.Santa Fe,USA:IEEE,2006:119-128.
    [3]

    WENG J D,TAN H,WANG X.Optical-fiber interferometer for velocity measurements with picosecond resolution[J].Applied Physics Letters,2006,89(11):111101/1-111101/3.
    [4]

    YU Y G,GUO Ch Y,YE H Y,et al.Pre-processing for the optical feedback self-mixing interferomitric signal[J].Laser Technology,2008,32(3):265-267(in Chinese).
    [5]

    LIU Sh G.The study of self-mixing interference signal processing based on time-frequency analysis[J].Laser Technology,2009,33(6):626-629(in Chinese).
    [6]

    QIAN S,CHEN D P.Joint time-frequency analysis[J].IEEE Signal Processing Magazine,1999,16(2):52-67.
    [7]

    COHEN L.Time-frequency distributions-a review[J].Proceedings of the IEEE,1989,77(7):941-981.
    [8]

    STANKOVIC L,KATKOVNIK V.Algorithm for the instantaneous frequency estimation using time-frequency distributions with adaptive window width[J].IEEE Signal Processing Letters,1998,5(9):224-227.
    [9]

    BOASHASH B.Estimating and interpreting the instantaneous frequency of a signal[J].Proceedings of the IEEE,1992,80(4):520-538.
    [10]

    VALEAU V,MELLET C,VALIERE J C.Frequency tracking based analysis of laser doppler velocimetry signals for sound field measurements[C] //The 6th International Conference on Electronics,Circuits and Systems.Pafos,Cyprus:IEEE,1999:1453-1456.
    [11]

    DELPRAT N,ESCUDIE B,GUILEMAIN P.Asymptotic wavelet and gabor analysis:extraction of instantaneous frequencies[J].IEEE Transactions on Information Theory,1992,38(2):644-664.
    [12]

    CARMONA R A,HWANG W L,TORRESANI B.Characterization of signal by the ridges of their wavelet transforms[J].IEEE Transactions on Signal Processing,1997,45(10):2586-2590.
    [13]

    CARMONA R A,HWANG W L,TORRESANI B.Multiridge detection and time-frequency reconstruction[J].IEEE Transactions on Signal Processing,1999,47(2):480-492.
    [14]

    FAN Ch,CHEN T Sh,CHEN Ch,et al.Design and fabrication of short wavelength monolithically integrated optical receiver front end[J].Microelectronics,2008,38(5):713-717(in Chinese).
    [15]

    JIAO Sh L,YE Y T,CHEN T Sh,et al.2.5Gbit/s GaAs PIN/PHEMT monolithic integrated optical receiver front end[J].Journal of OptoelectronicsLaser,2008,19(2):191-195(in Chinese).
    [16]

    HUANG N E,SHEN Z,LONG S R,et al.The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis[J].Proceedings of the Royal Society of London,1998,A454(1):903-995.
    [17]

    CHEN J,XU Y L.Application of EMD to signal trend extraction[J].Journal of Vibration,Measurement Diagnosis,2005,25(2):101-104(in Chinese).
    [18]

    XU Y L,CHEN J.Characterizing nonstationary wind speed using empirical mode decomposition[J].Journal of Structural Engineering,2004,130(6):912-920.
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Laser interferometer signal processing based on empirical mode decomposition

    Corresponding author: YE Yu-tang, ytye@uestc.edu.cn
  • 1. Modern Opto-electronic Measurement and Instrument Laboratory, School of Opto-electronic Information, University of Electronic Science and Technology of China, Chengdu 610054, China

Abstract: In order to suppress the high-frequency noise contained in the wavelet ridge obtained from the laser interference velocity measurement system and improve the system accuracy, a method based on empirical mode decomposition was proposed . Theoretical analysis and experimental results show that this method can significantly suppress the high-frequency noise. The measurement error is 42.3% of the original one before optimization. This method improves the system accuracy of the all-fiber displacement interferometer system for any reflector and it is applicable in signal denoising in time-frequency analysis.

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