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
fDate :
9/1/2011 12:00:00 AM
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);
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2011.060911.100166