Joint Density for Eigenvalues of Two Correlated Complex Wishart Matrices: Characterization of MIMO Systems
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Journal Article
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University of Canterbury. Electrical and Computer Engineering.
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2007
Authors
Kuo, P-H.
Smith, P.J.
Garth, L.M.
Abstract
In this letter, the joint probability density function (PDF) for the eigenvalues of a complex Wishart matrix and a perturbed version of it are derived. The latter version can be used to model channel estimation errors and variations over time or frequency. As an example, the joint PDF is used to calculate the transition probabilities between modulation states in an adaptive MIMO system. This leads to a Markov model for the system. We then use the model to investigate the modulation state entering rates (MSER), the average stay duration (ASD), and the effects of feedback delay on the accuracy of modulation state selection in mobile radio systems. Other applications of this PDF are also discussed.
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Citation
Kuo, P-H., Smith, P.J., Garth, L.M. (2007) Joint Density for Eigenvalues of Two Correlated Complex Wishart Matrices: Characterization of MIMO Systems. IEEE Transactions on Wireless Communications, 6(11), pp. 3902-3906.
Keywords
complex Wishart matrix, eigenvalues, random matrix perturbation, MIMO communication systems, adaptive modulation, Markov models
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