Title :
Limiting SIR Performance of MMSE Receivers for Large MIMO Systems with Spatial Multiplexing and Non-Constant Modulus Modulations
Author :
Liang, Ying-Chang ; Pan, G.M. ; Bai, Z.D.
Author_Institution :
Inst. for Infocomm Res.
Abstract :
This paper is concerned with the limiting signal-to-interference-plus-noise (SIR) performance of MMSE receivers for large MIMO systems with spatial multiplexing and higher order non-constant modulus modulations. Using random matrix theory, we derive the limiting SIR performance of a suboptimal MMSE receiver when applied to large MIMO systems with unequally-powered users. It has been proven that the limiting SIR converges to a deterministic value when K and N go to infinity with K/N=y being a constant, where K is the number of transmit antennas and N is the number of receive antennas. The limiting SIR result is then used to quantify the SIR loss for different MMSE receivers applied to MIMO systems with non-constant modulus modulations. Numerical results have shown that loss in limiting SIR is small for the suboptimal receiver as compared to optimal receiver
Keywords :
MIMO systems; antenna arrays; least mean squares methods; matrix algebra; radio receivers; receiving antennas; transmitting antennas; MIMO system; MMSE receiver; minimum mean square error; multiple input multiple output; nonconstant modulus modulation; random matrix theory; receiving antenna; spatial multiplexing; transmitting antenna; Frequency; H infinity control; Interference; Linear matrix inequalities; MIMO; Multiaccess communication; Quadrature amplitude modulation; Receiving antennas; Transmitting antennas; Wireless communication; MIMO; MMSE; code division multiple access (CDMA); large systems; limiting spectral theory; random matrix theory; random spreading;
Conference_Titel :
Information, Communications and Signal Processing, 2005 Fifth International Conference on
Conference_Location :
Bangkok
Print_ISBN :
0-7803-9283-3
DOI :
10.1109/ICICS.2005.1689160