Title :
MIMO Diversity in the Presence of Double Scattering
Author :
Shin, Hyundong ; Win, Moe Z.
Author_Institution :
Lab. for Inf. & Decision Syst. (LIDS), Massachusetts Inst. of Technol., Cambridge, MA
fDate :
7/1/2008 12:00:00 AM
Abstract :
The potential benefits of multiple-antenna systems may be limited by two types of channel degradations-rank deficiency and spatial fading correlation of the channel. In this paper, we assess the effects of these degradations on the diversity performance of multiple-input multiple-output (MIMO) systems, with an emphasis on orthogonal space-time block codes (OSTBC), in terms of the symbol error probability (SEP), the effective fading figure (EFF), and the capacity at low signal-to-noise ratio (SNR). In particular, we consider a general family of MIMO channels known as double-scattering channels-i.e., Rayleigh product MIMO channels-which encompasses a variety of propagation environments from independent and identically distributed (i.i.d.) Rayleigh to degenerate keyhole or pinhole cases by embracing both rank-deficient and spatial correlation effects. It is shown that a MIMO system with transmit and receive antennas achieves the diversity of order in a double-scattering channel with effective scatterers. We also quantify the combined effect of the spatial correlation and the lack of scattering richness on the EFF and the low-SNR capacity in terms of the correlation figures of transmit, receive, and scatterer correlation matrices. We further show the monotonicity properties of these performance measures with respect to the strength of spatial correlation, characterized by the eigenvalue majorization relations of the correlation matrices.
Keywords :
MIMO communication; antenna arrays; channel capacity; diversity reception; eigenvalues and eigenfunctions; error statistics; fading channels; receiving antennas; transmitting antennas; MIMO diversity; channel degradations; double-scattering channel; effective fading figure; multiple-antenna systems; multiple-input multiple-output systems; orthogonal space-time block codes; rank deficiency; receive antennas; signal-to-noise ratio; spatial fading correlation; symbol error probability; transmit antennas; Block codes; Capacity planning; Degradation; Error probability; Fading; MIMO; Rayleigh channels; Rayleigh scattering; Receiving antennas; Signal to noise ratio; Channel capacity; diversity; double scattering; fading figure; keyhole; multiple-input multiple-output (MIMO) system; orthogonal space–time block code (OSTBC); spatial fading correlation; symbol error probability (SEP);
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2008.924672