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
fDate :
10/1/2010 12:00:00 AM
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;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
DOI :
10.1109/TUFFC.2010.1693