Title :
Analytic Framework for the Mutual Information Cumulants of Different MIMO Fading Channels
Author :
De Kerret, Paul ; Matthaiou, Michail ; Mathar, Rudolf ; Nossek, Josef A.
Author_Institution :
Inst. for Theor. Inf. Technol., RWTH Aachen Univ., Aachen, Germany
Abstract :
In this paper, we present a general analytical framework for the exact mutual information (MI) cumulants of multiple-input multiple-output (MIMO) systems with perfect receiver channel state information (CSI) and no transmitter CSI. Our derivation is based on a recent parameterization of the joint ordered eigenvalue probability density function (PDF), that encompasses both uncorrelated/semi-correlated Rayleigh channels as well as uncorrelated Rician channels. In addition, we extend our framework to account for the cumulants of doubly-correlated Rayleigh channels and also to deduce tractable expressions in the high Signal-to-Noise ratio (SNR) regime. The cumulants are particularly useful to study all high-order statistics (HOS) of the MI; in fact, they can be used to express the MI mean and variance as a finite sum of determinants. Our analytical expressions are then validated via Monte-Carlo simulations with the attained accuracy being excellent in all cases.
Keywords :
MIMO communication; Monte Carlo methods; Rayleigh channels; Rician channels; eigenvalues and eigenfunctions; higher order statistics; probability; MIMO fading channels; Monte-Carlo simulations; PDF; doubly-correlated Rayleigh channels; general analytical framework; high-order statistics; joint ordered eigenvalue probability density function; multiple-input multiple-output systems; mutual information cumulants; perfect receiver channel state information; signal-to-noise ratio; transmitter CSI; uncorrelated Rician channels; uncorrelated-semicorrelated Rayleigh channels; Antennas; Eigenvalues and eigenfunctions; Rayleigh channels; Rician channels; Signal to noise ratio;
Conference_Titel :
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-5636-9
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2010.5683814