Title :
System reconstruction from higher order spectra slices
Author :
Petropulu, Athina P. ; Abeyratne, Udantha R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Drexel Univ., Philadelphia, PA, USA
fDate :
9/1/1997 12:00:00 AM
Abstract :
We consider the problem of system reconstruction from higher order spectra (HOS) slices. We establish that the impulse response of a complex system can be reconstructed up to a scalar and a shift based on any pair of HOS slices, as long as the distance between the two slices satisfies a certain condition. One slice is sufficient for the reconstruction in the case of a real system. We propose a cepstrum-based method for system reconstruction. We also propose a new method for the reconstruction of the system Fourier phase based on the phase of any odd-indexed bispectrum slice. Being able to choose the slices to be used in the reconstruction allows us to avoid bispectrum regions dominated by noise
Keywords :
Fourier analysis; cepstral analysis; signal reconstruction; transient response; Fourier phase reconstruction; cepstrum based method; complex system; higher order spectra slices; impulse response; odd indexed bispectrum slice; phase reconstruction; phase recovery; system reconstruction; Additive noise; Autocorrelation; Data mining; Equations; Estimation error; Frequency; Gaussian noise; Phase estimation; Signal to noise ratio; System identification;
Journal_Title :
Signal Processing, IEEE Transactions on