Ergodic capacity of spatially correlated multi-cluster scattering MIMO channels

In this paper, we study the ergodic capacity of spatially correlated multi-cluster MIMO channels. Our first result is an exact and explicit expression of the joint density of singular values of the considered channel matrix. The singular values correlation function then follows directly, which leads to an exact formula for the ergodic capacity. The derived capacity formula generalizes the results for the uncorrelated case found very recently. The impact of correlation on the ergodic capacity is examined, where for the correlation model considered the effect may not seem to be detrimental.

[1]  J. Andersen,et al.  Power Distributions Revisited , 2002 .

[2]  S. Verdú,et al.  Capacity of MIMO channels with one-sided correlation , 2004, Eighth IEEE International Symposium on Spread Spectrum Techniques and Applications - Programme and Book of Abstracts (IEEE Cat. No.04TH8738).

[3]  A.B.J. Kuijlaars,et al.  Random matrices with external source and multiple orthogonal polynomials , 2003 .

[4]  Joseph M. Kahn,et al.  Fading correlation and its effect on the capacity of multielement antenna systems , 2000, IEEE Trans. Commun..

[5]  George B. Arfken,et al.  More Special Functions , 2012 .

[6]  Gernot Akemann,et al.  Products of rectangular random matrices: singular values and progressive scattering. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  Moe Z. Win,et al.  On the capacity of spatially correlated MIMO Rayleigh-fading channels , 2003, IEEE Trans. Inf. Theory.

[8]  Zhong Zheng,et al.  On the Ergodic Mutual Information of Multiple Cluster Scattering MIMO Channels , 2013, IEEE Communications Letters.

[9]  Fredrik Tufvesson,et al.  Keyhole Effect in MIMO Wireless Channels: Measurements and Theory , 2006, IEEE Trans. Wirel. Commun..

[10]  Yu. A. Brychkov,et al.  Integrals and series , 1992 .

[11]  Jukka Corander,et al.  On the Outage Capacity of Orthogonal Space-Time Block Codes Over Multi-Cluster Scattering MIMO Channels , 2015, IEEE Transactions on Communications.

[12]  F. Dyson Correlations between eigenvalues of a random matrix , 1970 .

[13]  Ralf R. Müller,et al.  On the asymptotic eigenvalue distribution of concatenated vector-valued fading channels , 2002, IEEE Trans. Inf. Theory.

[14]  R. Muller,et al.  Confirmation of random matrix model for the antenna array channel by indoor measurements , 2001, IEEE Antennas and Propagation Society International Symposium. 2001 Digest. Held in conjunction with: USNC/URSI National Radio Science Meeting (Cat. No.01CH37229).

[15]  Dries Stivigny,et al.  Singular values of products of random matrices and polynomial ensembles , 2014, 1404.5802.

[16]  Alexei Borodin Biorthogonal ensembles , 1998 .

[17]  Mario Kieburg,et al.  Weak commutation relations and eigenvalue statistics for products of rectangular random matrices. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

[18]  Lu Wei,et al.  Singular value correlation functions for products of Wishart random matrices , 2013, ArXiv.