Presentation 2005/4/14
On Statistical Distribution of Eigenvalues of Correaltion Matrices in i.i.d. MIMO Rayleigh Fading Channels
Tetsuki TANIGUCHI, Shen SHA, Yoshio KARASAWA,
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Abstract(in English) In this paper, we describe about the statistical distribution of eigenvalues of correlation matrices in independent and identically distributed (i.i.d.) MIMO Rayleigh fading channels. First, the statistical eigenanalysis of MIMO channel correlation matrices is carried out, and the exact expression of the marginal distribution of eigenvalues is presented. Then, a monomial approximation of above distribution with a simple form convenient for the calculation of MIMO performance is proposed based on the theory of space diversity in SIMO systems adopting maximal ratio combining. Through computer simulations, the effectiveness of the proposed approximation method is demonstrated.
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Keyword(in English) MIMO / eigenvalue / Wishart matrix / gamma distribution / space diversity / maximal ratio combining
Paper # A・P2005-1
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Conference Date 2005/4/14(1days)
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Title (in Japanese) (See Japanese page)
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Title (in English) On Statistical Distribution of Eigenvalues of Correaltion Matrices in i.i.d. MIMO Rayleigh Fading Channels
Sub Title (in English)
Keyword(1) MIMO
Keyword(2) eigenvalue
Keyword(3) Wishart matrix
Keyword(4) gamma distribution
Keyword(5) space diversity
Keyword(6) maximal ratio combining
1st Author's Name Tetsuki TANIGUCHI
1st Author's Affiliation Department of Electronic Engineering, The University of Electro-Communications()
2nd Author's Name Shen SHA
2nd Author's Affiliation Department of Electronic Engineering, The University of Electro-Communications
3rd Author's Name Yoshio KARASAWA
3rd Author's Affiliation Department of Electronic Engineering, The University of Electro-Communications
Date 2005/4/14
Paper # A・P2005-1
Volume (vol) vol.105
Number (no) 11
Page pp.pp.-
#Pages 6
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