The present monograph studies the asymptotic behaviour of eigenvalues, products and functions of block Toeplitz matrices generated by the Fourier coefficients of a continuous matrix-valued function. This study is based on the concept of asymptotically equivalent sequences of non-square matrices. The asymptotic results on block Toeplitz matrices obtained are applied to vector asymptotically wide sense stationary processes. Therefore, this monograph is a generalization to block Toeplitz matrices of the Gray monograph entitled “Toeplitz and circulant matrices: A review”, which was published in the second volume of Foundations and Trends in Communications and Information Theory, and which is the simplest and most famous introduction to the asymptotic theory on Toeplitz matrices.
Article navigation
15 October 2012
Research Article|
October 15 2012
Block Toeplitz Matrices: Asymptotic Results and Applications
Jesús Gutiérrez-Gutiérrez;
Jesús Gutiérrez-Gutiérrez
CEIT and Tecnun (University of Navarra)
, Manuel Lardizábal 15, San Sebastián, Spain
Search for other works by this author on:
Pedro M. Crespo
Pedro M. Crespo
CEIT and Tecnun (University of Navarra)
, Manuel Lardizábal 15, San Sebastián, Spain
Search for other works by this author on:
Online ISSN: 1567-2328
Print ISSN: 1567-2190
© 2012 J. Gutiérrez-Gutiérrez and P. M. Crespo
2012
J. Gutiérrez-Gutiérrez and P. M. Crespo
Licensed re-use rights only
Foundations and Trends in Communications and Information Theory (2012) 8 (3): 179–257.
Citation
Gutiérrez-Gutiérrez J, Crespo PM (2012), "Block Toeplitz Matrices: Asymptotic Results and Applications". Foundations and Trends in Communications and Information Theory, Vol. 8 No. 3 pp. 179–257, doi: https://doi.org/10.1561/0100000066
Download citation file:
Suggested Reading
Improved multiple-Toeplitz matrices reconstruction method using quadratic spatial smoothing for coherent signals DOA estimation
Engineering Computations (March,2024)
Toeplitz and slant Toeplitz operators on the polydisk
Arab Journal of Mathematical Sciences (August,2020)
An enhanced spatial smoothing algorithm for coherent signals DOA estimation
Engineering Computations (June,2021)
A novel compressive sensing method based on SVD sparse random measurement matrix in wireless sensor network
Engineering Computations (November,2016)
Related Chapters
State Correlation and Forecasting: A Bayesian Approach Using Unobserved Components Models
Essays in Honour of Fabio Canova
Testing the Equality of Two Positive-Definite Matrices with Application to Information Matrix Testing A glossary of notation and the program codes written in GAUSS for our simulations are available at: http://web.yonsei.ac.kr/jinseocho/research.htm
Essays in Honor of Peter C. B. Phillips
References
Dynamic Factor Models
Recommended for you
These recommendations are informed by your reading behaviors and indicated interests.
