Subspace identification with constraints on the impulse response

DOI10.1080/00207179.2016.1219922zbMath1367.93151OpenAlexW2515601838MaRDI QIDQ5348363

Ivan Markovsky, Guillaume Mercère

Publication date: 15 August 2017

Published in: International Journal of Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00207179.2016.1219922

zbMATH Keywords

subspace methodssystem identificationbehavioral approachprior knowledge

Mathematics Subject Classification ID

Quadratic programming (90C20) System identification (93B30) Estimation and detection in stochastic control theory (93E10) Identification in stochastic control theory (93E12)

Related Items (3)

A linear algorithm for the minimal realization problem in physical coordinates with a non-invertible output matrix ⋮ System identification method inheriting steady-state characteristics of existing model ⋮ Improved closed-loop subspace identification with prior information

Cites Work

• Guaranteed stability with subspace methods
• Subspace like identification incorporating prior information
• A note on persistency of excitation
• Exact and Approximate Modeling of Linear Systems
• Data-driven simulation and control
• Approximate linear realizations of given dimension via Ho's algorithm
• Numerical Optimization
• An Interior Point Algorithm for Large-Scale Nonlinear Programming
• Identification of positive real models in subspace identification by using regularization

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