DocumentCode
2003623
Title
Exact and Closed-Form Error Performance Analysis for Hard MMSE Detection in MIMO Systems
Author
Liu, Peng ; Kim, Il-Min
Author_Institution
ECE, Queen´´s Univ., Kingston, ON, Canada
fYear
2010
fDate
6-10 Dec. 2010
Firstpage
1
Lastpage
5
Abstract
Abstract-We investigate the exact error performance of hard minimum mean-squared error (MMSE) detection in multipleinput multiple-output (MIMO) systems. To facilitate the analysis, we first conduct error analysis for a general system with decision statistic, z = ax + u, where a >; 0, x is the transmitted signal, and u is the arbitrarily distributed noise component which is independent of x. For this general system, we derive the exact and closed-form bit-error rate (BER) expressions for M-ary pulse amplitude modulation (PAM) and quadrature amplitude modulation (QAM) signalings, which include the well-known BER result in [12] as a special case. For the first time in the literature (to the best of our knowledge), we then derive the exact and closed-form instantaneous BER and symbol-error rate (SER) expressions for hard MMSE detection. Finally, the validity of the derived error probability expressions is verified through our own Monte Carlo simulations and the simulation results reported in the literature.
Keywords
MIMO communication; Monte Carlo methods; error statistics; least mean squares methods; pulse amplitude modulation; quadrature amplitude modulation; signal detection; BER; M-ary pulse amplitude modulation; MIMO system; Monte Carlo simulation; PAM; QAM; SER; closed-form bit-error rate; closed-form error performance analysis; distributed noise component; error probability; hard MMSE detection; minimum mean-squared error detection; multiple-input multiple-output system; quadrature amplitude modulation; symbol-error rate; Binary phase shift keying; Bit error rate; Function approximation; MIMO; Noise; Quadrature amplitude modulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Telecommunications Conference (GLOBECOM 2010), 2010 IEEE
Conference_Location
Miami, FL
ISSN
1930-529X
Print_ISBN
978-1-4244-5636-9
Electronic_ISBN
1930-529X
Type
conf
DOI
10.1109/GLOCOM.2010.5684206
Filename
5684206
Link To Document