Approximate Method for Synthesizing Continuous Joint Estimation and Control Systems Via the State-Dependent Riccati Equation Technique

<p>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.</p>

Authors

Institutions

Publication Details

Journal
Modelling and Data Analysis
Published
2024-10-07
DOI
https://doi.org/10.17759/mda.2024140303
Primary Topic
Control Systems and Identification
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Approximate Method for Synthesizing Continuous Joint Estimation and Control Systems Via the State-Dependent Riccati Equation Technique

А. В. Пантелеев, Elizaveta Khvoshnyanskaya
Modelling and Data Analysis
Control Systems and Identification
article

Approximate Method for Synthesizing Continuous Joint Estimation and Control Systems Via the State-Dependent Riccati Equation Technique

А. В. Пантелеев, Elizaveta Khvoshnyanskaya
article en

Abstract

<p>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.</p>

Modelling and Data AnalysisVol. 14(3)
Moscow Aviation Institute (RU)
Openalex Percentile: Top 80%
Control Systems and Identification
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.