For a stochastic system described by the controlled autoregressive model, this paper gives an interactive two-stage recursive least squares (2S-RLS) algorithm based on the hierarchical identification ...

There are different strategies to improve the overall performance of the recursive least-squares (RLS) adaptive filter. In this letter, we focus on the data-reuse approach, aiming to improve the ...

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