This paper characterizes the marginal probability density function of an unordered eigenvalue of finite-dimensional random matrices of particular interest in MIMO (multiple-input multiple-output) wireless communications. Specifically, a technique is presented for deriving the eigenvalue statistics in one-side correlated Rayleigh-faded channels and in Ricean-faded channels, with or without cochannel interferers. The exact expressions found turn out to be extremely useful in calculating information-theoretic quantities. As an application, we calculate the ergodic mutual information for all the abovementioned channel fading conditions, obtaining a closed form formula for the Rayleigh case and, in turn, a series expression for the Ricean faded one.

Eigenvalue statistics of finite-dimensional random matrices for MIMO wireless communications / G., Alfano; A., Lozano; Tulino, ANTONIA MARIA; S., Verdú. - ELETTRONICO. - (2006), pp. 4125-4129. (Intervento presentato al convegno 2006 IEEE International Conference on Communications (ICC 2006) tenutosi a Istanbul, Turkey nel June 11-15, 2006).

Eigenvalue statistics of finite-dimensional random matrices for MIMO wireless communications

TULINO, ANTONIA MARIA;
2006

Abstract

This paper characterizes the marginal probability density function of an unordered eigenvalue of finite-dimensional random matrices of particular interest in MIMO (multiple-input multiple-output) wireless communications. Specifically, a technique is presented for deriving the eigenvalue statistics in one-side correlated Rayleigh-faded channels and in Ricean-faded channels, with or without cochannel interferers. The exact expressions found turn out to be extremely useful in calculating information-theoretic quantities. As an application, we calculate the ergodic mutual information for all the abovementioned channel fading conditions, obtaining a closed form formula for the Rayleigh case and, in turn, a series expression for the Ricean faded one.
2006
Eigenvalue statistics of finite-dimensional random matrices for MIMO wireless communications / G., Alfano; A., Lozano; Tulino, ANTONIA MARIA; S., Verdú. - ELETTRONICO. - (2006), pp. 4125-4129. (Intervento presentato al convegno 2006 IEEE International Conference on Communications (ICC 2006) tenutosi a Istanbul, Turkey nel June 11-15, 2006).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/315548
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