Nonparametric system identification by kernel methods

DOI10.1109/TAC.1984.1103532zbMath0532.93064MaRDI QIDQ3315418

Alexander A. Georgiev

Publication date: 1984

Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)

zbMATH Keywords

algorithmnonparametric estimatenonparametric system identificationweak consistence

Mathematics Subject Classification ID

Related Items (11)

Real-time identification of time-varying systems by non-parametric algorithms based on Parzen kernels ⋮ A nonparametric algorithm for identification of linear dynamic SISO systems of unknown order ⋮ On the consistency and finite-sample properties of nonparametric kernel time series regression, autoregression and density estimators ⋮ Nonparametric approach to identifying NARX systems ⋮ Unnamed Item ⋮ Identification, Estimation, and Control of Uncertain Dynamic Systems: A Nonparametric Approach ⋮ Asymptotic local test for linearity in adaptive control ⋮ Hammerstein system identification by non-parametric regression estimation ⋮ New results on recursive identification of NARX systems ⋮ Testing linearity for NARX models ⋮ Kernel autocorrelogram for time-deformed processes

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