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Eigenvalue density of correlated complex random Wishart matrices

Steven H. Simon and Aris L. Moustakas
Phys. Rev. E 69, 065101(R) – Published 11 June 2004

Abstract

Using a character expansion method, we calculate exactly the eigenvalue density of random matrices of the form MM where M is a complex matrix drawn from a normalized distribution P(M)exp(Tr{AMBM}) with A and B positive definite (square) matrices of arbitrary dimensions. Such so-called correlated Wishart matrices occur in many fields ranging from information theory to multivariate analysis.

  • Received 22 January 2004

DOI:https://doi.org/10.1103/PhysRevE.69.065101

©2004 American Physical Society

Authors & Affiliations

Steven H. Simon and Aris L. Moustakas

  • Lucent Technologies, Bell Labs, Murray Hill, New Jersey 07974, USA

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Issue

Vol. 69, Iss. 6 — June 2004

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