Finite-length MIMO adaptive equalization using canonical correlations

Abstract

We propose finite-length multi-input multi-output adaptive equalization methods for smart antenna arrays using the statistical theory of canonical correlations. We show that the proposed methods are related to maximum likelihood reduced-rank channel and noise estimation algorithms in unknown spatially correlated noise, and to several recently proposed adaptive equalization schemes.