DocumentCode
2905717
Title
Mutual Information Statistics of Optimized LoS MIMO Systems
Author
Matthaiou, Michail ; Pitarokoilis, Antonios ; Nossek, Josef A.
Author_Institution
Inst. for Circuit Theor. & Signal Process., Tech. Univ. Munchen, Munich, Germany
fYear
2010
fDate
23-27 May 2010
Firstpage
1
Lastpage
5
Abstract
The presence of line-of-sight (LoS) components is typically considered as a hindrance for multiple-input multiple-output (MIMO) communications due to the limited amount of multipath scattering which, in turn, results in low spatial multiplexing gains. However, some recent investigations have questioned this common belief and demonstrated that by employing specifically designed antenna arrays at both the transmitter (Tx) and receiver (Rx), the mean channel matrix can become full-rank and, consequently, we can obtain high channel capacities even at high Ricean K-factors. In this paper, using the joint ordered eigenvalue probability density function (PDF) as a starting point, we derive analytical exact and asymptotic expressions for the mutual information (MI) statistics of these optimized LoS MIMO configurations. The proposed analytical formulae are given in a tractable determinant form and thus can be easily evaluated and efficiently programmed. The implications of the model parameters on MI statistics are also assessed with the match between the analytical curves and Monte-Carlo simulations being excellent.
Keywords
MIMO communication; Monte Carlo methods; antenna arrays; eigenvalues and eigenfunctions; probability; receiving antennas; space division multiplexing; transmitting antennas; Monte-Carlo simulations; Ricean K-factors; antenna arrays; joint ordered eigenvalue probability density function; line-of-sight components; mean channel matrix; multipath scattering; multiple-input multiple-output communication; mutual information statistics; receiver; spatial multiplexing gains; transmitter; Antenna arrays; Channel capacity; MIMO; Mutual information; Receiving antennas; Scattering; Statistical analysis; Statistics; Transmitters; Transmitting antennas;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2010 IEEE International Conference on
Conference_Location
Cape Town
ISSN
1550-3607
Print_ISBN
978-1-4244-6402-9
Type
conf
DOI
10.1109/ICC.2010.5502245
Filename
5502245
Link To Document