Advanced Search
ZHAO Hongbo, ZHANG Da, YANG Jiankun, MENG Fancui, ZHANG Ming. Application of wavelet layered method for laser Doppler velocimetry signal[J]. LASER TECHNOLOGY, 2019, 43(1): 103-108. DOI: 10.7510/jgjs.issn.1001-3806.2019.01.021
Citation: ZHAO Hongbo, ZHANG Da, YANG Jiankun, MENG Fancui, ZHANG Ming. Application of wavelet layered method for laser Doppler velocimetry signal[J]. LASER TECHNOLOGY, 2019, 43(1): 103-108. DOI: 10.7510/jgjs.issn.1001-3806.2019.01.021

Application of wavelet layered method for laser Doppler velocimetry signal

More Information
  • Received Date: March 14, 2018
  • Revised Date: May 08, 2018
  • Published Date: January 24, 2019
  • In order to reduce the noise in laser Doppler velocimetry signal, the method that Gaussian white noise was added to the simulated laser Doppler velocimetry signal was used. The high frequency coefficient zeroing method and the wavelet threshold denoising method were adopted for denoising after wavelet layering. The simulation analysis and experimental verification were carried out. The results show that, the high frequency coefficient zeroing method after wavelet layering can improve the signal-to-noise rate to get smooth graph signals and achieve an ideal denoising effect. The result is helpful to improve the accuracy of signal detection in laser Doppler velocimetry system.
  • [1]
    LIAO Q, WANG B B, WANG P F. In situ measurement of sediment resuspension caused by propeller wash with an underwater particle image velocimetry and an acoustic Doppler velocimeter[J]. Flow Mea-surement and Instrumentation, 2015, 41(10):1-9. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=f7e8cf6cd77126b174756514f67bffe3
    [2]
    GONDAL M A, MASTROMARINO J, UWE K A. Laser Doppler velocimeter for remote measurement of polluted water and aerosols discharges[J].Optics and Lasers in Engineering, 2002, 38(6):589-600. DOI: 10.1016/S0143-8166(02)00003-9
    [3]
    LIU Sh, LI Y P, HU X Y. New threshold ECG signal based on wavelet transform denoising research[J]. Science Technology and Engineering, 2014, 14(4):236-240(in Chinese).
    [4]
    WANG Ch, HUANG Y Q. Stratification adaptive enhancement based on wavelet[J]. Microcomputer & Its Applications, 2015, 34(23): 37-40(in Chinese). http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=wxjyyy201523012
    [5]
    DONG W Y, DING H, DONG X Sh, et al. An adaptive wavelet threshold de-nosing both in low and high frequency domains[J].ActaElectronica Sinica, 2015, 43(12):2374-2380(in Chinese). http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=dianzixb201512005
    [6]
    WANG F. Research and application of signal de-noising based on wavelet analysis[D]. Chengdu: Xihua University, 2009: 17-36(in Chinese).
    [7]
    ZHANG D F. MATLAB wavelet analysis[M]. Beijing: Machinery Industry Press, 2009:45-51(in Chinese).
    [8]
    LU D. The analysis of cable partial discharge signals detection and location based on ultrasonic[D]. Shijiazhuang: Hebei University of Science & Technology, 2017: 21-25(in Chinese).
    [9]
    SONG Y. Effect of phase changes of interference fringes on exposure of plane holographic gratings [J]. Laser Technology, 2017, 41(4): 602-605 (in Chinese). http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=jgjs201603008
    [10]
    BAI R X, WANG B Y, TONG P.Research status of laser Doppler velocity radar technology[J]. Laser & Infrared, 2016, 46(3): 249-253 (in Chinese). http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=jgyhw201603001
    [11]
    ZHOU J, NIE X M, LIN J. A novel laser Doppler velocimeter and its integrated navigation system with strapdown inertial navigation[J]. Optics & Laser Technology, 2014, 64:319-323. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=8877ac3a3cb2524c50c4597f75b15798
    [12]
    LIU Y D. Research on signal processing method of photo electric velocity measurement system[D].Beijing: Beijing Jiaotong University, 2016: 8-14(in Chinese).
    [13]
    ZHANG D, JIN L J. Signal processing of double beam and double-scattering laser Doppler velocimeter[J]. Light and Electron Optics, 2013, 124(19):3819-3823. DOI: 10.1016/j.ijleo.2012.12.012
    [14]
    SUN Sh J, ZHANG D. Based on laser Doppler velocity signal selection of three spectral lines interpolation algorithm[J]. Optical Technique, 2017, 43(4): 369-373 (in Chinese). http://d.old.wanfangdata.com.cn/Periodical/gxjs201704017
    [15]
    LV H Sh, LIU B. Latest development of laser Doppler technique in vibration measurement[J]. Laser Technology, 2005, 29(2): 176-179(in Chinese). http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=jgjs200502002
    [16]
    SHEN X. Laser Doppler velocity measurement technology and its application[M]. Beijing: Tsinghua University Press, 2004:31-37(in Chinese).
    [17]
    ZHAO F X.Reseach on laser measurement technology of solid movement speed[D]. Qingdao: Qingdao University of Science and Technology, 2016: 12-17(in Chinese).
    [18]
    YE Q. Influence of biased signal and noise on characteristics of stochastic resonance in single mode laser[J]. Laser Technology, 2017, 41(4):602-605 (in Chinese). http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=jgjs201704029
    [19]
    CAO M Y. Application of wavelet denoising technology in offshore oilfield communication system[J]. Science and Technology Innovation Herald, 2015, 12(26):52-53 (in Chinese).
    [20]
    QIN Y H, FENG J H, CHEN L D. Study of signal denoising methods based on wavelet transform[J].Information Technology, 2010(1): 53-57 (in Chinese). http://d.old.wanfangdata.com.cn/Periodical/wlxb201507017
    [21]
    GUO Q, SUN Y X. Improved quantum genetic algorithm with double chains in image denoising [J].Journal of Harbin Institute of Technology, 2016, 48(5):140-147 (in Chinese). http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=hebgydxxb201605024
    [22]
    LU Y, SONG H, TABER G A, et al. In-situ measurement of relative motion during ultra sonic spot welding of aluminum alloy using Photonic Doppler velocimetry[J]. Journal of Materials Processing Technology, 2016, 231: 431-440. DOI: 10.1016/j.jmatprotec.2016.01.006
  • Cited by

    Periodical cited type(8)

    1. 叶枫,侯昌伦. 光学多普勒无创血流测量技术的发展与现状. 激光技术. 2023(02): 205-213 . 本站查看
    2. 张洪玮,吴松华,刘金涛,陈相成,李子旺,贺岩,陈卫标. 激光多普勒测速技术在海洋微尺度湍流测量中的可行性分析. 光学学报. 2023(24): 108-119 .
    3. 谈渊,甘学辉,张东剑,刘香玉,廖壑. 基于小波去噪的激光多普勒振动信号处理. 激光技术. 2022(01): 129-133 . 本站查看
    4. 马俊,曹成度,闵阳,周吕. SINS/GNSS组合导航系统中激光多普勒测速仪参数估计. 激光杂志. 2021(03): 47-51 .
    5. 山雨,常亮,张希兵,吕通发. 基于贝叶斯因子分析模型的激光回波信号增强方法. 应用激光. 2021(01): 161-166 .
    6. 宋华峣,王辉林,曹泉泉,张守宇,秦正健. 传递函数快速相关法的激光测速技术研究. 激光技术. 2020(01): 61-65 . 本站查看
    7. 张雨桐,赵黎,张峰. 基于小波变换的可见光OFDM通信系统性能优化. 激光技术. 2020(02): 261-265 . 本站查看
    8. 贾兰芳,周小芳. 混沌噪声背景下微弱激光信号的放大与检测技术. 激光杂志. 2019(11): 49-52 .

    Other cited types(1)

Catalog

    Article views (3) PDF downloads (5) Cited by(9)

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return