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Please use this identifier to cite or link to this item: http://hdl.handle.net/123456789/12734

Title: Cumulant based identification approaches for nonminimum phase FIR systems
Authors: Alshebeili, Saleh A.,
Venetsanopoulos, A.N.
Cetin, A.Enis
Keywords: Algorithms; Computer simulation; Least squares approximations
Issue Date: 1993
Citation: IEEE Transactions on Signal Processing Volume 41, Issue 4, April 1993, Pages 1576-1588
Abstract: In this paper, recursive and least squares methods for identification of nonminimum phase linear time-invariant (NMP-LTI) FIR systems are developed. The methods utilize the second- and third-order cumulants of the output of the FIR system whose input is an independent, identically distributed (i.i.d.) non-Gaussian process. Since knowledge of the system order is of utmost importance to many system identification algorithms, new procedures for determining the order of an FIR system using only the output cumulants are also presented. To illustrate the effectiveness of our methods, various simulation examples are presented.
URI: http://hdl.handle.net/123456789/12734
ISSN: 1053587X
Appears in Collections:College of Engineering

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