LDU factorization results for bi-infinite and semi-infinite scalar and block Toeplitz matrices

In this article various existence results for theLDU-factorization of semi-infinite and bi-infinite scalar and block Toeplitz matrices and numerical methods for computing them are reviewed. Moreover, their application to the orthonormalization of splines is indicated. Both banded and non-banded Toeplitz matrices are considered. Extensive use is made of matrix polynomial theory. Results on the approximation by theLDU-factorizations of finite sections are discussed. The generalization of the results to theLDU-factorization of multi-index Toeplitz matrices is outlined.

[1]  I. Gohberg,et al.  AN OPERATOR GENERALIZATION OF THE LOGARITHMIC RESIDUE THEOREM AND THE THEOREM OF ROUCHÉ , 1971 .

[2]  G. Wilson Factorization of the Covariance Generating Function of a Pure Moving Average Process , 1969 .

[3]  I. Gohberg,et al.  Classes of Linear Operators , 1990 .

[4]  Leiba Rodman,et al.  Spectral analysis of matrix polynomials— I. canonical forms and divisors , 1978 .

[5]  I. J. Schoenberg Cardinal Spline Interpolation , 1987 .

[6]  Gene H. Golub,et al.  Matrix computations , 1983 .

[7]  Harold Widom,et al.  Inversion of Toeplitz matrices II , 1959 .

[8]  P. Lancaster,et al.  Factorization of selfadjoint matrix polynomials with constant signature , 1982 .

[9]  A. W. M. van den Enden,et al.  Discrete Time Signal Processing , 1989 .

[10]  Charles A. Micchelli,et al.  Spectral factorization of Laurent polynomials , 1997, Adv. Comput. Math..

[11]  M. A. Kaashoek,et al.  Classes of Linear Operators Vol. I , 1990 .

[12]  I. Gohberg,et al.  Convolution Equations and Projection Methods for Their Solution , 1974 .

[13]  B-splines for cardinal hermite interpolation , 1975 .

[14]  Projection Method for Block Toeplitz Operators With Operator-Valued Symbols , 1994 .

[15]  M. G. Krein,et al.  Integral equations on a half-line with kernels de-pending upon the difference of the arguments , 1962 .

[16]  Leiba Rodman An Introduction to Operator Polynomials , 1989 .

[17]  Ingrid Daubechies,et al.  Ten Lectures on Wavelets , 1992 .

[18]  Tim N. T. Goodman,et al.  On the limiting profile arising from orthonormalizing shifts of exponentially decaying functions , 1998 .

[19]  Truong Q. Nguyen,et al.  Wavelets and filter banks , 1996 .

[20]  Tim N. T. Goodman,et al.  On the Cholesky factorization of the Gram matrix of locally supported functions , 1995 .

[21]  B. P. Bogert,et al.  The quefrency analysis of time series for echoes : cepstrum, pseudo-autocovariance, cross-cepstrum and saphe cracking , 1963 .