DocumentCode :
1412893
Title :
Simple and Accurate Error Probability Evaluation of Multiple-Input–Multiple-Output Systems Using Optimum Linear Combining
Author :
Yang, Lie-Liang ; Yang, Wei
Author_Institution :
Sch. of Electron. & Comput. Sci., Univ. of Southampton, Southampton, UK
Volume :
59
Issue :
4
fYear :
2010
fDate :
5/1/2010 12:00:00 AM
Firstpage :
2098
Lastpage :
2103
Abstract :
This correspondence motivates simple and accurate evaluation of the error probability of multiantenna multiple-input-multiple-output (MIMO) systems using optimum linear combining (OLC). Using both the first- and second-order statistics of the eigenvalues involved, we propose an Order-2 approximation approach (i.e., Gamma-approximation), which approximates the related eigenvalues as independent gamma-distributed random variables. Our analysis shows that the proposed Order-2 approximation results in simple formulas that are convenient to evaluate. The performance examples show that the error probability evaluated using the derived formulas is accurate and usually indistinguishable from that obtained by simulations.
Keywords :
MIMO communication; antenna arrays; eigenvalues and eigenfunctions; error statistics; gamma distribution; multiuser detection; random processes; eigenvalues; error probability evaluation; first-order statistics; gamma-distributed random variables; multiantenna multiple-input-multiple-output systems; optimum linear combining; order-2 approximation approach; second-order statistics; Digital modulation; Rayleigh fading; maximum signal-to-interference-plus-noise ratio (MSINR); minimum mean-square error (MMSE); multiple-input multiple-output (MIMO); optimum linear combining (OLC); space-division multiple access;
fLanguage :
English
Journal_Title :
Vehicular Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9545
Type :
jour
DOI :
10.1109/TVT.2010.2042628
Filename :
5409563
Link To Document :
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