Title :
Frequency domain adaptive equalization for MIMO systems
Author :
Dam, Hai Huyen ; Nordholm, Sven ; Zepernick, Hans-Jürgen
Author_Institution :
Western Australian Telecommun. Res. Inst., Nedlands, WA, Australia
Abstract :
Time domain (TD) adaptive equalization based on the modified recursive least squares (RLS) algorithm has been proposed for multiple-input multiple-output (MIMO) systems. The paper proposes frequency domain (FD) adaptive equalization to reduce the computational complexity associated with the fast converging RLS algorithm. The effect of correlation between different sub-channels of the MIMO systems is also studied. The performance in terms of bit error rate (BER) and the complexity of the FD approach is compared with that of the TD approach. The FD adaptive equalization can obtain significant computational saving over the TD approach with approximately the same BER performance even for a small number of equalizer coefficients.
Keywords :
MIMO systems; adaptive equalisers; computational complexity; error statistics; frequency-domain analysis; least squares approximations; matrix algebra; BER; MIMO systems; bit error rate; broadband wireless access; computational complexity; frequency domain adaptive equalization; matrices; multiple-input multiple-output systems; recursive least squares algorithm; sub-channel correlation; time domain adaptive equalization; Adaptive equalizers; Australia; Bit error rate; Frequency domain analysis; Least squares approximation; Least squares methods; MIMO; Receiving antennas; Resonance light scattering; Transmitting antennas;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Fall. 2003 IEEE 58th
Print_ISBN :
0-7803-7954-3
DOI :
10.1109/VETECF.2003.1285056