• DocumentCode
    1259895
  • Title

    A fast algorithm for high-accuracy frequency measurement: application to ultrasonic Doppler sonar

  • Author

    Susaki, Hironori

  • Author_Institution
    Res. Lab., Furuno Electr. Co. Ltd., Nishinomiya, Japan
  • Volume
    27
  • Issue
    1
  • fYear
    2002
  • fDate
    1/1/2002 12:00:00 AM
  • Firstpage
    5
  • Lastpage
    12
  • Abstract
    In an attempt to investigate the technical feasibility of a CW Doppler sonar, we have examined a method of measuring low velocities with a high-velocity resolution, or frequency resolution, by use of a simple circuit configuration employing digital signal processing technique. The following discussion presents the results of the investigation. In the measuring method described, the fast Fourier transform (FFT) of undersampled data is calculated and the Doppler shift is obtained by searching for a peak frequency of the power spectrum. To achieve the intended frequency resolution of 1 Hz by FFT operation, measurement of data for a minimum measuring period of 1 s is essential. If the sampling frequency is set to 50 kHz, the number of samples obtained during the minimum measuring period of I s would amount to 50000. This is not practical in light of the time required for the FFT operation. To overcome this problem, our new measuring method employs a decimation technique for reducing the number of samples down to 1024 while maintaining a frequency resolution of about 1 Hz. This paper describes how the processing time can be drastically reduced to about 1/300th compared to the conventional technique by a combination of complex exponential functions, filtering and decimation, and thereby indicates the possibility of real-time CW Doppler data processing
  • Keywords
    Doppler shift; FIR filters; demodulation; fast Fourier transforms; frequency measurement; quantisation (signal); signal sampling; sonar signal processing; CW Doppler sonar; Doppler shift; FIR filter; aliasing; complex exponential functions; decimation technique; demodulation; digital signal processing; fast Fourier transform; fast algorithm; frequency inversion; frequency shift; high frequency resolution; high-accuracy frequency measurement; high-speed sampling A/D converter; high-velocity resolution; memory requirements; quantization noise; spectrum zooming; ultrasonic Doppler sonar; undersampled data; Circuits; Digital signal processing; Doppler shift; Fast Fourier transforms; Frequency measurement; Power measurement; Signal processing algorithms; Signal resolution; Sonar measurements; Velocity measurement;
  • fLanguage
    English
  • Journal_Title
    Oceanic Engineering, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    0364-9059
  • Type

    jour

  • DOI
    10.1109/48.989878
  • Filename
    989878