Title :
Signal reconstruction from the phase of the bispectrum
Author :
Petropulu, Athina P. ; Nikias, Chrysostomos L.
Author_Institution :
Northeastern Univ., Boston, MA, USA
Abstract :
An iterative algorithm for reconstructing a finite impulse response (FIR) signal from only the phase of its bispectrum is introduced. The algorithm is based on the key observation that the differences of the bicepstrum coefficients contain all the information concerning the phase of the signal, whereas their sums contain the magnitude information. Analysis and simulation examples are presented to demonstrate the algorithm´s convergence properties. It is also demonstrated that imposing an energy constraint causes the convergence rate of the algorithm to improve dramatically
Keywords :
iterative methods; signal processing; signal synthesis; spectral analysis; transient response; FIR signal; bicepstrum coefficients; bispectrum; convergence properties; convergence rate; energy constraint; finite impulse response; iterative algorithm; magnitude; phase; signal reconstruction; simulation; Algorithm design and analysis; Analytical models; Convergence; Finite impulse response filter; Fourier transforms; Image reconstruction; Iterative algorithms; Optical distortion; Optical signal processing; Phase distortion; Signal processing algorithms; Signal reconstruction;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location :
Albuquerque, NM
DOI :
10.1109/ICASSP.1990.115718