Identification of multivariable systems A critical review†

DOI10.1080/00207727708942131zbMath0377.93011OpenAlexW2068625250MaRDI QIDQ4156215

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Publication date: 1977

Published in: International Journal of Systems Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00207727708942131

Mathematics Subject Classification ID

System identification (93B30) Discrete-time control/observation systems (93C55) Estimation and detection in stochastic control theory (93E10) Linear systems in control theory (93C05) Research exposition (monographs, survey articles) pertaining to systems and control theory (93-02) Realizations from input-output data (93B15) Model systems in control theory (93C99)

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A non-parametric normalized stochastic approximation algorithm for on-line identification of multivariable systems ⋮ Recursive estimation of the parameters of linear multivariable systems ⋮ Active identification of dynamic systems in face of ‘ coloured ’ disturbances

Cites Work

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• Canonical structures in the identification of multivariable systems
• Comparison of six one-line identification algorithms
• Efficient algorithm for irreducible realization of a rational matrix
• Applications of principal component analysis and factor analysis in the identification of multivariable systems
• On-line estimation of the parameters of a multivariable system using matrix pseudo-inverse
• On the Identification of Linear Time-Invariant Systems from Input-Output Data
• An explicit approach to minimal realization from system Markov parameters

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