Asymptotic Mutual Information Statistics of MIMO Channels and CLT of Sample Covariance Matrices

In this paper, we consider the fluctuation of mutual information statistics of a multiple input multiple output channel communication systems without assuming that the entries of the channel matrix have zero pseudovariance. To this end, we also establish a central limit theorem of the linear spectra...

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Veröffentlicht in:IEEE transactions on information theory 2015-06, Vol.61 (6), p.3413-3426, Article 3413
Hauptverfasser: Bao, Zhigang, Pan, Guangming, Zhou, Wang
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper, we consider the fluctuation of mutual information statistics of a multiple input multiple output channel communication systems without assuming that the entries of the channel matrix have zero pseudovariance. To this end, we also establish a central limit theorem of the linear spectral statistics for sample covariance matrices under general moment conditions by removing the restrictions imposed on the second moment and fourth moment on the matrix entries in Bai and Silverstein (2004).
ISSN:0018-9448
1557-9654
DOI:10.1109/TIT.2015.2421894