Stochastic Adaptive Control Using the Robust Least Squares Algorithm

Abstract

This paper considers properties of the Astrom-Wittenmark self tuning tracker for MIMO systems described with the ARX model. It is supposed that the stochastic noise has the non-Gaussian distribution (condition always present in practice). The consequence of that fact is a nonlinear transformation of the tracking error in the direct adaptive minimum variance… (More)

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