Title :
Analytical Mutual Information Distribution and Delay-Limited Capacity for Spatially Correlated Multiple-Antenna Systems
Author_Institution :
ECIT, Queen´´s Univ., Belfast
fDate :
Oct. 28 2005-Nov. 1 2005
Abstract :
In this paper, we derive the probability density function of the mutual information between transmitted and received complex signals of spatially correlated multiple-input multiple-output (MIMO) communication systems. Using this density we study the most important information-theoretic measures, the so-called delay-limited capacity, outage capacity, ergodic capacity and capacity variance of spatially correlated MIMO channels. Numerical results show how the channel correlation degrades the information-theoretic measures of MIMO communication systems. We also show that the density of mutual information of correlated/uncorrelated MIMO systems can be approximated by a Gaussian density with derived mean and variance, even for a finite number of inputs and outputs
Keywords :
Gaussian processes; MIMO systems; antenna arrays; delays; probability; wireless channels; Gaussian density; MIMO; channel correlation; delay-limited capacity; ergodic capacity; information-theoretic measures; multiple-input multiple-output; mutual information distribution; outage capacity; probability density function; spatially correlated multiple-antenna systems; Covariance matrix; Degradation; Delay; Information analysis; Information theory; MIMO; Mutual information; Probability density function; Rayleigh channels; Transmitters;
Conference_Titel :
Signals, Systems and Computers, 2005. Conference Record of the Thirty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
1-4244-0131-3
DOI :
10.1109/ACSSC.2005.1599720