Title :
Data detection in MIMO systems with cochannel interference
Author :
Song, Yi ; Blostein, Steven D.
Author_Institution :
Dept. of Electr. & Comput. Eng., Queen´´s Univ., Canada
Abstract :
The Bell Labs layered space-time (BLAST) architecture has been proposed to achieve high spectral efficiency on multi-input multi-output (MIMO) channels. Most studies of the BLAST algorithm consider spatially and temporally white noise and interference at the receiver. We study channel estimation and data detection of a MIMO system under both spatially and temporally colored interference. We derive maximum likelihood (ML) estimates of channel and spatial interference correlation matrices. By exploiting known temporal interference correlation, we extend one-time-slot ordered minimum mean-squared error (MMSE) ing detection to a multi-time-slot version. We evaluate the symbol error rate of an uncoded QPSK MIMO system under independent Rayleigh fading. The results show that by exploiting both spatial and temporal interference correlation, we achieve about 2dB gain in SIR for a 4×4 MIMO system.
Keywords :
MIMO systems; Rayleigh channels; cellular radio; channel estimation; cochannel interference; correlation methods; least mean squares methods; matrix algebra; multi-access systems; quadrature phase shift keying; signal detection; BLAST algorithm; Bell Labs layered space-time architecture; MIMO systems; MMSE detection; QPSK; Rayleigh fading; SIR; cellular systems; channel estimation; cochannel interference; colored interference; correlation matrices; data detection; ing detection; maximum likelihood estimation; minimum mean-squared error detection; multi-input multi-output channels; multiple access systems; spatial interference; spectral efficiency; symbol error rate; temporal interference; Channel estimation; Error analysis; Fading; Interchannel interference; MIMO; Maximum likelihood detection; Maximum likelihood estimation; Quadrature phase shift keying; Receiving antennas; White noise;
Conference_Titel :
Vehicular Technology Conference, 2002. Proceedings. VTC 2002-Fall. 2002 IEEE 56th
Print_ISBN :
0-7803-7467-3
DOI :
10.1109/VETECF.2002.1040290