Title :
Iterative equalization for severe time dispersive MIMO channels
Author :
Ahmed, Sajid ; Ratnarajah, T. ; Cowan, Colin
Author_Institution :
Inst. of ECIT, Queen´s Univ., Belfast, UK
Abstract :
In this work, a minimum mean-squared error (MMSE) iterative equalization method for a severe time dispersive MIMO channel is proposed. To mitigate the severe time dispersiveness of the channel single carrier with cyclic prefix (SCCP) is employed and the equalization is performed in the frequency domain. The use of cyclic prefix (CP) and equalization in the frequency domain simplifies the challenging problem of equalization in MIMO channels due to both the inter-symbol-interference (ISI) and co-antenna interference (CAI). The proposed iterative algorithm works in two stages. The first stage estimates the transmitted frequency domain symbols using a low complexity MMSE equalizer. The second stage finds the a posteriori probabilities of the estimated symbols to find their means and variances to use in the MMSE equalizer in the following iteration. Simulation results show the superior performance of the iterative algorithm when compared with the conventional MMSE equalizer.
Keywords :
MIMO communication; antenna arrays; equalisers; frequency-domain analysis; intersymbol interference; iterative methods; least mean squares methods; probability; wireless channels; CAl; SCCP; coantenna interference; frequency domain analysis; intersymbol interference; iterative equalization method; lSI; low complexity MMSE equalizer; minimum mean-squared error method; posteriori probability; severe time dispersive MIMO channel; single carrier with cyclic prefix; Abstracts; Estimation; Frequency-domain analysis; Logic gates; Radio frequency; Simulation; Transforms;
Conference_Titel :
Signal Processing Conference, 2006 14th European
Conference_Location :
Florence