System reconstruction from higher order spectra slices

نویسندگان

  • Athina P. Petropulu
  • Udantha Ranjith Abeyratne
چکیده

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.

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عنوان ژورنال:
  • IEEE Trans. Signal Processing

دوره 45  شماره 

صفحات  -

تاریخ انتشار 1997