DocumentCode :
2027110
Title :
A Note on the Elementwise Convergence of Functions of Toeplitz Matrices
Author :
Crespo, P.M. ; Gutierrez-Gutierrez, Jesus
Author_Institution :
Univ. of Navarra, San Sebastian
fYear :
2007
fDate :
24-29 June 2007
Firstpage :
1636
Lastpage :
1640
Abstract :
Toeplitz matrices and functions of Toeplitz matrices (such as the inverse of a Toeplitz matrix, powers of a Toeplitz matrix or the exponential of a Toeplitz matrix) arise in many different theoretical and applied fields. They can be found in the mathematical modelling of problems where some kind of shift invariance occurs in terms of space or time. For the engineering community, R. M. Gray\´s tutorial monograph on Toeplitz and circulant matrices has been, and remains, the best elementary introduction to the Szego distribution theory on the asymptotic behavior of continuous functions of Toeplitz matrices. His asymptotic results, widely used in engineering due to the simplicity of its mathematical proofs, do not concern individual entries of these matrices but rather, they describe an "average" behavior. However, there are important applications where the asymptotic expressions of interest are directly related to the convergence of a single entry of a continuous function of a Toeplitz matrix. To gain insight into the solutions of this sort of problems, the present paper introduces new theoretical results regarding the convergence of these entries, that can be derived by using similar mathematical tools.
Keywords :
Toeplitz matrices; convergence; graph theory; Szego distribution theory; Toeplitz matrices; circulant matrices; continuous functions; elementwise convergence; mathematical modelling; shift invariance; tutorial monograph; Arithmetic; Convergence; Decision feedback equalizers; Eigenvalues and eigenfunctions; H infinity control; Information theory; Mathematical model; Matrix decomposition; Power engineering and energy; Signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Theory, 2007. ISIT 2007. IEEE International Symposium on
Conference_Location :
Nice
Print_ISBN :
978-1-4244-1397-3
Type :
conf
DOI :
10.1109/ISIT.2007.4557456
Filename :
4557456
Link To Document :
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