DocumentCode
329356
Title
On the identification of nonminimum phase systems from arbitrary slices of output higher-order spectra
Author
Abeyratne, Udantha R.
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume
3
fYear
1998
fDate
31 Aug-4 Sep 1998
Firstpage
1376
Abstract
We propose techniques for nonminimum phase signal restoration from arbitrarily oriented one dimensional slices of their 3rd order spectra (bispectra). We show that one oblique, arbitrary slice of the bispectrum carries sufficient information to estimate the impulse response of a complex valued system within a scaling factor and a time shift. We derive identifiability conditions for ARMA systems, and investigate, through Monte Carlo simulations, the statistical performance of the proposed techniques
Keywords
Monte Carlo methods; autoregressive moving average processes; higher order statistics; identification; signal restoration; transient response; 3rd order spectra; ARMA systems; Monte Carlo simulations; bispectra; complex valued system; identifiability conditions; impulse response; nonminimum phase signal restoration; nonminimum phase systems identification; oblique arbitrary bispectrum slice; output higher-order spectra; scaling factor; statistical performance; time shift; Cepstrum; Computational complexity; Frequency domain analysis; Gaussian noise; Higher order statistics; Monte Carlo methods; Phase noise; Signal restoration; System identification; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics Society, 1998. IECON '98. Proceedings of the 24th Annual Conference of the IEEE
Conference_Location
Aachen
Print_ISBN
0-7803-4503-7
Type
conf
DOI
10.1109/IECON.1998.722852
Filename
722852
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