IDENTIFICATION OF NONMINIMUM PHASE MA SYSTEMS USING CEPSTRAL OPERATIONS ON SLICES OF HIGHER-ORDER SPECTRA

被引:5
作者
ALSHEBEILI, SA
CETIN, AE
VENETSANOPOULOS, AN
机构
[1] BILKENT UNIV,DEPT ELECT & ELECTR ENGN,BILKENT 06533,TURKEY
[2] UNIV TORONTO,DEPT ELECT ENGN,TORONTO M5S 1A4,ONTARIO,CANADA
来源
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING | 1992年 / 39卷 / 09期
关键词
D O I
10.1109/82.193317
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, recursive and least squares methods for reconstructing the impulse response of a nonminimum phase, linear, time-invariant (NMP-LTI) MA system from its (k + 1)st-order spectrum (k > 1) are presented. The methods are nonparametric. They are based on computing the complex cepstrum of the impulse response sequence of the unknown system from the diagonal slice of the (k + 1)st-order spectrum. The computational complexity of the system identification problem can be considerably reduced by using slices of higher order spectra.
引用
收藏
页码:634 / 637
页数:4
相关论文
共 8 条
[1]   A PHASE RECONSTRUCTION ALGORITHM FROM BISPECTRUM [J].
ALSHEBEILI, S ;
CETIN, AE .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1990, 28 (02) :166-170
[2]   AN ITERATIVE ALGORITHM FOR SIGNAL RECONSTRUCTION FROM BISPECTRUM [J].
CETIN, AE .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1991, 39 (12) :2621-2628
[3]   SIGNAL RECONSTRUCTION FROM PHASE OR MAGNITUDE [J].
HAYES, MH ;
LIM, JS ;
OPPENHEIM, AV .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1980, 28 (06) :672-680
[4]   BISPECTRUM ESTIMATION - A DIGITAL SIGNAL-PROCESSING FRAMEWORK [J].
NIKIAS, CL ;
RAGHUVEER, MR .
PROCEEDINGS OF THE IEEE, 1987, 75 (07) :869-891
[5]  
Oppenheim A. V., 1975, DIGITAL SIGNAL PROCE
[6]   THE COMPLEX CEPSTRUM OF HIGHER-ORDER CUMULANTS AND NONMINIMUM PHASE SYSTEM-IDENTIFICATION [J].
PAN, R ;
NIKIAS, CL .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1988, 36 (02) :186-205
[7]  
PETROPULU A, 1990, P ACOUST SPEECH SIGN, P1567
[8]   THE COMPLEX CEPSTRUM AND BICEPSTRUM - ANALYTIC PERFORMANCE EVALUATION IN THE PRESENCE OF GAUSSIAN-NOISE [J].
PETROPULU, AP ;
NIKIAS, CL .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1990, 38 (07) :1246-1256