块Toeplitz矩阵:渐近结果及其应用

IF 2 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Foundations and Trends in Communications and Information Theory Pub Date : 2012-09-10 DOI:10.1561/0100000066
Jesús Gutiérrez-Gutiérrez, P. Crespo
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引用次数: 55

摘要

本文研究了由连续矩阵值函数的傅里叶系数生成的块Toeplitz矩阵的特征值、乘积和函数的渐近性。本研究基于非方阵渐近等价序列的概念。将得到的块Toeplitz矩阵的渐近结果应用于向量渐近广义平稳过程。因此,本专著是对发表在《通信与信息论的基础与趋势》第二卷的Gray专著《Toeplitz与循环矩阵:综述》的块Toeplitz矩阵的推广,是对Toeplitz矩阵渐近理论最简单、最著名的介绍。
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Block Toeplitz Matrices: Asymptotic Results and Applications
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.
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来源期刊
Foundations and Trends in Communications and Information Theory
Foundations and Trends in Communications and Information Theory COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
7.90
自引率
0.00%
发文量
6
期刊介绍: Foundations and Trends® in Communications and Information Theory publishes survey and tutorial articles in the following topics: - Coded modulation - Coding theory and practice - Communication complexity - Communication system design - Cryptology and data security - Data compression - Data networks - Demodulation and Equalization - Denoising - Detection and estimation - Information theory and statistics - Information theory and computer science - Joint source/channel coding - Modulation and signal design - Multiuser detection - Multiuser information theory
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