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A Note on the Convergence of Distributed RLS

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This note focuses on the convergence problem of a distributed recursive least squares (RLS) estimator, which converges fast in many circumstances. We find that the convergence behavior of this distributed… Click to show full abstract

This note focuses on the convergence problem of a distributed recursive least squares (RLS) estimator, which converges fast in many circumstances. We find that the convergence behavior of this distributed RLS is quite different for the scalar-parameter and high-dimensional-parameter cases.

Keywords: note convergence; convergence; convergence distributed; distributed rls

Journal Title: IEEE Transactions on Automatic Control
Year Published: 2022

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