Modelling and Data Analysis
2024. Vol. 14, no. 3, 41–62
doi:10.17759/mda.2024140303
ISSN: 2219-3758 / 2311-9454 (online)
Approximate Method for Synthesizing Continuous Joint Estimation and Control Systems Via the State-Dependent Riccati Equation Technique
Abstract
The problem of approximate synthesis of a closed loop nonlinear continuous system of joint estimation and control is considered. An approach is used based on the application of the idea of the separation theorem for linear dynamical systems. Using the factorization operation, a nonlinear system is transformed into a structure similar to a linear system, and algorithms for synthesizing an optimal linear controller and state observer are applied to the transformed system, a feature of which is the dependence of the matrices included in the corresponding Riccati equations on the state vector. An example of the synthesis of a state observer and a controller is given, demonstrating the application of the proposed algorithm.
General Information
Keywords: optimal linear controller, state observer, separation principle, state-dependent Riccati equation, nonlinear dynamical system
Journal rubric: Optimization Methods
Article type: scientific article
DOI: https://doi.org/10.17759/mda.2024140303
Received: 25.05.2024
Accepted:
For citation: Panteleev A.V., Khvoshnyanskaya E.A. Approximate Method for Synthesizing Continuous Joint Estimation and Control Systems Via the State-Dependent Riccati Equation Technique. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2024. Vol. 14, no. 3, pp. 41–62. DOI: 10.17759/mda.2024140303. (In Russ., аbstr. in Engl.)
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