Pseudo-inverse based estimation algorithms for singular region

Abstract

In this paper, pseudo-inverse based estimation algorithms were proposed for the singular region. First, a new recursive least-squares (RLS) algorithm based on matrix pseudo-inverse is proposed for generic linear model. The obtained recursive form is simpler than that in the previous results. Secondly, the filtering in singular region is also considered by… (More)

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