Separation of overlapping linear frequency modulated (LFM) signals using the fractional fourier transform.
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.
Cowell
David M J
DM
Ultrasound Group, School of Electronicand Electrical Engineering, University of Leeds, Leeds, England. d.m.j.cowell@leeds.ac.uk
Freear
Steven
S
D000465:Algorithms; D003198:Computer Simulation; D005583:Fourier Analysis; D012815:Signal Processing, Computer-Assisted; D014463:Ultrasonography / Q000379:methods*