Title :
FFT-accelerated iterative MIMO chip equalizer architecture for CDMA downlink
Author :
Guo, Yuanbin ; McCain, Dennis ; Cavallaro, Joseph R.
Author_Institution :
Nokia Res. Center, Irving, TX, USA
Abstract :
In this paper, we present a novel FFT-accelerated iterative linear MMSE chip equalizer in the MIMO CDMA downlink receiver. The reversed form time-domain matrix multiplication in the conjugate gradient (CG) iteration is accelerated by an equivalent frequency-domain circular convolution with FFT-based "overlap-save" architecture. The iteration rapidly refines a crude initial approximation to the actual final equalizer taps. This avoids the direct-matrix-inverse with O((NL)3) complexity, and reduces the standard CG complexity from O((NL)2) to O(NLlog2(NL)). Simulation demonstrates strong numerical stability and promising performance/complexity tradeoff, especially for very long channels.
Keywords :
MIMO systems; code division multiple access; conjugate gradient methods; convolution; equalisers; fast Fourier transforms; least mean squares methods; matrix multiplication; numerical stability; CDMA downlink receiver; FFT-accelerated equalizer; conjugate gradient iteration; covariance matrix; equalizer taps; frequency-domain circular convolution; iterative MIMO chip equalizer; linear MMSE chip equalizer; numerical stability; performance/complexity tradeoff; reversed form time-domain matrix multiplication; Acceleration; Character generation; Convolution; Downlink; Equalizers; MIMO; Multiaccess communication; Numerical simulation; Numerical stability; Time domain analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415882