JOURNAL ARTICLE

Large $n$ Analysis of Amplify-and-Forward MIMO Relay Channels With Correlated Rayleigh Fading

Jörg WagnerBoris RankovArmin Wittneben

Year: 2008 Journal:   IEEE Transactions on Information Theory Vol: 54 (12)Pages: 5735-5746   Publisher: Institute of Electrical and Electronics Engineers

Abstract

In this correspondence, the cumulants of the mutual information of the flat Rayleigh fading two-hop amplify-and-forward multiple-input multiple-output (MIMO) relay channel under independent and identically distributed (i.i.d.) Gaussian input vectors are derived in the large array limit. The analysis is based on the replica trick and covers both spatially independent and Kronecker correlated fading. Beamforming at all terminals is restricted to weight matrices that are independent of the channel realization and constant over time. Expressions for mean and variance of the mutual information are obtained. Their parameters are determined by a nonlinear equation system. All higher cumulants are shown to vanish as the number of antennas per terminal, n , grows to infinity. In conclusion, the distribution of the mutual information I becomes Gaussian in the large n limit. In this asymptotic regime, it is completely characterized by the expressions obtained for mean and variance of I , which are in Theta(n ) and O (1), respectively. Comparisons with simulation results show that the asymptotic results serve as excellent approximations for systems with only few antennas at each terminal.

Keywords:
Fading Independent and identically distributed random variables Mutual information Rayleigh fading Topology (electrical circuits) Gaussian Mathematics Beamforming MIMO Algorithm Random variable Computer science Statistics Combinatorics Physics Decoding methods

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Citation History

Topics

Cooperative Communication and Network Coding
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced MIMO Systems Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Wireless Communication Security Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
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