TY - JOUR
T1 - ZF detectors over correlated K fading MIMO channels
AU - Matthaiou, Michail
AU - Chatzidiamantis, Nestor D.
AU - Karagiannidis, George K.
AU - Nossek, Josef A.
PY - 2011/6
Y1 - 2011/6
N2 - This paper provides a systematic characterization of Zero-Forcing (ZF) detectors over multiple-input multiple-output (MIMO) channels that experience both small and large-scale fading. In particular, we consider the generic K distribution (Rayleigh/gamma distribution) to model the composite fading fluctuations and also assume the general case of semi-correlated small-scale fading. In the following, novel exact analytical expressions for the achievable sum rate are derived, followed by asymptotic expressions in the high and low Signal-to-Noise ratio (SNR) regimes. In these limiting cases, two common and insightful affine expansions are studied followed by new, closed-form upper and lower bounds on the sum rate that remain tight for all SNRs. In the second part of the paper, we present exact tractable expressions along with first-order expansions for the symbol error rate (SER) and outage probability; we also quantify the performance of ZF detectors in terms of diversity order and array (or coding) gain. The implications of the model parameters on the ZF detector performance are investigated via Monte-Carlo simulations which also validate the theoretical analysis.
AB - This paper provides a systematic characterization of Zero-Forcing (ZF) detectors over multiple-input multiple-output (MIMO) channels that experience both small and large-scale fading. In particular, we consider the generic K distribution (Rayleigh/gamma distribution) to model the composite fading fluctuations and also assume the general case of semi-correlated small-scale fading. In the following, novel exact analytical expressions for the achievable sum rate are derived, followed by asymptotic expressions in the high and low Signal-to-Noise ratio (SNR) regimes. In these limiting cases, two common and insightful affine expansions are studied followed by new, closed-form upper and lower bounds on the sum rate that remain tight for all SNRs. In the second part of the paper, we present exact tractable expressions along with first-order expansions for the symbol error rate (SER) and outage probability; we also quantify the performance of ZF detectors in terms of diversity order and array (or coding) gain. The implications of the model parameters on the ZF detector performance are investigated via Monte-Carlo simulations which also validate the theoretical analysis.
KW - Zero-forcing detection
KW - correlated fading
KW - multiple-input multiple-output (MIMO) systems
KW - performance analysis
KW - sum rate
UR - http://www.scopus.com/inward/record.url?scp=79959554482&partnerID=8YFLogxK
U2 - 10.1109/TCOMM.2011.041111.100321
DO - 10.1109/TCOMM.2011.041111.100321
M3 - Article
AN - SCOPUS:79959554482
SN - 0090-6778
VL - 59
SP - 1591
EP - 1603
JO - IEEE Transactions on Communications
JF - IEEE Transactions on Communications
IS - 6
M1 - 5753994
ER -