The recursive least-squares (RLS) adaptive filtering algorithm is frequently used in system identification problems. The popularity of this algorithm is mainly related to its fast convergence rate. In ...
Abstract: This paper proposes new approximate QR-based algorithms for recursive nonlinear least squares (NLS) estimation. Two QR decomposition-based recursive algorithms are introduced based on the ...
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