• DocumentCode
    1337813
  • Title

    Separation of overlapping linear frequency modulated (LFM) signals using the fractional fourier transform

  • Author

    Cowell, David M J ; Freear, Steven

  • Author_Institution
    Ultrasound Group, Univ. of Leeds, Leeds, UK
  • Volume
    57
  • Issue
    10
  • fYear
    2010
  • fDate
    10/1/2010 12:00:00 AM
  • Firstpage
    2324
  • Lastpage
    2333
  • Abstract
    Linear frequency modulated (LFM) excitation combined with pulse compression provides an increase in SNR at the receiver. LFM signals are of longer duration than pulsed signals of the same bandwidth; consequently, in many practical situations, maintaining temporal separation between echoes is not possible. Where analysis is performed on individual LFM signals, a separation technique is required. Time windowing is unable to separate signals overlapping in time. Frequency domain filtering is unable to separate signals with overlapping spectra. This paper describes a method to separate time-overlapping LFM signals through the application of the fractional Fourier transform (FrFT), a transform operating in both time and frequency domains. A short introduction to the FrFT and its operation and calculation are presented. The proposed signal separation method is illustrated by application to a simulated ultrasound signal, created by the summation of multiple time-overlapping LFM signals and the component signals recovered with ±0.6% spectral error. The results of an experimental investigation are presented in which the proposed separation method is applied to time-overlapping LFM signals created by the transmission of a LFM signal through a stainless steel plate and water-filled pipe.
  • Keywords
    Fourier transforms; acoustic signal processing; pulse compression; source separation; ultrasonic applications; LFM signal transmission; SNR; fractional Fourier transform; frequency domain filtering; frequency domains; linear frequency modulated excitation; multiple time-overlapping LFM signals; overlapping linear frequency modulated signals; overlapping spectra; pulse compression; simulated ultrasound signal; stainless steel plate; temporal separation; time domains; time windowing; time-overlapping LFM signal separation; water-filled pipe; Fourier transforms; Frequency modulation; Optimized production technology; Time frequency analysis; Ultrasonic imaging; Algorithms; Computer Simulation; Fourier Analysis; Signal Processing, Computer-Assisted; Ultrasonography;
  • fLanguage
    English
  • Journal_Title
    Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-3010
  • Type

    jour

  • DOI
    10.1109/TUFFC.2010.1693
  • Filename
    5587414