DocumentCode :
1311477
Title :
Eigenvalue Estimates and Mutual Information for the Linear Time-Varying Channel
Author :
Farrell, Brendan ; Strohmer, Thomas
Author_Institution :
Lehrstuhl fur Theor. Informationstechnik, Tech. Univ. Munchen, Munich, Germany
Volume :
57
Issue :
9
fYear :
2011
Firstpage :
5710
Lastpage :
5719
Abstract :
We consider linear time-varying channels with additive white Gaussian noise. For a large class of such channels we derive rigorous estimates of the eigenvalues of the correlation matrix of the effective channel in terms of the sampled time-varying transfer function and, thus, provide a theoretical justification for a relationship that has been frequently observed in the literature. We then use this eigenvalue estimate to derive an estimate of the mutual information of the channel. Our approach is constructive and is based on a careful balance of the tradeoff between approximate operator diagonalization, signal dimension loss, and accuracy of eigenvalue estimates.
Keywords :
AWGN channels; eigenvalues and eigenfunctions; additive white Gaussian noise; approximate operator diagonalization; eigenvalue estimates; linear time-varying channel; mutual information; sampled time-varying transfer function; signal dimension loss; Correlation; Eigenvalues and eigenfunctions; Fourier transforms; Mutual information; Time frequency analysis; Time-varying channels; Transfer functions; Approximate diagonalization; Weyl–Heisenberg system; eigenvalue estimates; mutual information; time-varying channel;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2011.2161919
Filename :
6006578
Link To Document :
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