Title :
Adaptive MIMO decision feedback equalization for receivers in time-varying channels
Author :
Jihoon Choi ; Yu, Heejung ; Lee, Y.H.
Author_Institution :
Div. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Daejeon, South Korea
Abstract :
In an attempt to reduce the computational complexity of the vertical Bell Labs layered space time (V-BLAST) processing for time-varying channels, an efficient adaptive receiver is developed based on the generalized decision feedback equalizer (GDFE) architecture. This receiver updates the filter weight vectors using a recursive least squares (RLS)-based time- and order-update algorithm. In time-varying channels, the proposed adaptive technique can be considerably simpler to implement than the V-BLAST processor with the channel tracking, yet its performance is almost comparable to that of the latter.
Keywords :
MIMO systems; adaptive equalisers; computational complexity; decision feedback equalisers; error statistics; filters; least squares approximations; radio receivers; space-time adaptive processing; time-varying channels; Bell Labs layered space time; V-BLAST processor; adaptive MIMO decision feedback equalization; adaptive receiver; channel tracking; computational complexity; filter weight vectors; generalized decision feedback equalizer; recursive least squares based order-update algorithm; recursive least squares based time algorithm; time-varying channels; Computer architecture; Decision feedback equalizers; Filters; Least squares methods; MIMO; Receiving antennas; Space technology; Time-varying channels; Transmitters; Transmitting antennas;
Conference_Titel :
Vehicular Technology Conference, 2003. VTC 2003-Spring. The 57th IEEE Semiannual
Print_ISBN :
0-7803-7757-5
DOI :
10.1109/VETECS.2003.1207144