DocumentCode
1251129
Title
Exact and Closed-Form Error Performance Analysis for Hard MMSE-SIC Detection in MIMO Systems
Author
Peng Liu ; Il-Min Kim
Author_Institution
Dept. of Electr. & Comput. Eng., Queen´s Univ., Kingston, ON, Canada
Volume
59
Issue
9
fYear
2011
fDate
9/1/2011 12:00:00 AM
Firstpage
2463
Lastpage
2477
Abstract
We investigate the exact error performance of hard minimum mean-squared error (MMSE) detection possibly with successive interference cancellation (SIC) in multiple-input multiple-output (MIMO) systems. To facilitate the analysis, we start with an exact bit-error rate (BER) analysis for a general system with decision statistic, z=ax+u, where a>;0, x is the transmitted signal, and u is an arbitrarily distributed noise component which is possibly dependent on the signal component x. For this general system, we derive the exact and closed-form BER expressions for M-ary pulse amplitude modulation (PAM) and arbitrary rectangular quadrature amplitude modulation (QAM), which include the well-known BER result of as a special case. Furthermore, by formulating the MIMO MMSE decision statistics in the same form as z in the general system, we derive the exact and closed-form instantaneous BER and symbol-error rate (SER) expressions for MIMO hard MMSE detection with/without SIC employing PAM and QAM. Finally, the validity of our derived error probability expressions is verified through extensive Monte Carlo simulations and the results reported in the literature.
Keywords
MIMO communication; Monte Carlo methods; error statistics; interference suppression; least mean squares methods; pulse amplitude modulation; quadrature amplitude modulation; M-ary pulse amplitude modulation; MIMO MMSE decision statistics; MIMO hard MMSE detection; Monte Carlo simulation; PAM; QAM; arbitrarily distributed noise component; arbitrary rectangular quadrature amplitude modulation; bit error rate analysis; closed-form BER expression; closed-form error performance analysis; decision statistic; error probability; hard MMSE-SIC detection; minimum mean-squared error detection; multiple input multiple output system; signal component; successive interference cancellation; symbol error rate; Approximation methods; Bit error rate; Interference; MIMO; Noise; Silicon carbide; Bit-error rate (BER); minimum mean-squared error (MMSE); multiple-input multiple-output (MIMO); spatial multiplexing (SM); symbol-error rate (SER);
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2011.060911.100166
Filename
5910109
Link To Document