SYNTHESIS OF STATE OBSERVERS AND CONSTRUCTION OF A CLOSED-LOOP CONTROL SYSTEM BASED ON THEM

This article elucidates the principles of synthesizing state observers used for controlled objects with limited direct state measurement capabilities. The observer calculates the internal states of the object based on its mathematical model and adapts to the real object by reducing the error through comparison with the measured output. The paper presents the complete structure of the observer, methods for determining the L-matrix that defines its dynamics, the separability of control and observation processes, and the principle of duality between them, supported by theoretical foundations. The synthesis of a practical observer for an electric drive, a model of an astatic observer, and criteria for selecting the L-matrix to meet speed and stability requirements are provided. Additionally, discrete observer equations, real-time algorithms for microcontroller implementation, their flowcharts, and the possibilities of detecting and compensating for external influences are discussed.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-13
DOI
https://doi.org/10.5281/zenodo.18994950
Primary Topic
Extremum Seeking Control Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

SYNTHESIS OF STATE OBSERVERS AND CONSTRUCTION OF A CLOSED-LOOP CONTROL SYSTEM BASED ON THEM

Sadoqat Abdusalom qizi Tursunova
Zenodo (CERN European Organization for Nuclear Research)
Extremum Seeking Control Systems
article

SYNTHESIS OF STATE OBSERVERS AND CONSTRUCTION OF A CLOSED-LOOP CONTROL SYSTEM BASED ON THEM

Sadoqat Abdusalom qizi Tursunova
article en

Abstract

This article elucidates the principles of synthesizing state observers used for controlled objects with limited direct state measurement capabilities. The observer calculates the internal states of the object based on its mathematical model and adapts to the real object by reducing the error through comparison with the measured output. The paper presents the complete structure of the observer, methods for determining the L-matrix that defines its dynamics, the separability of control and observation processes, and the principle of duality between them, supported by theoretical foundations. The synthesis of a practical observer for an electric drive, a model of an astatic observer, and criteria for selecting the L-matrix to meet speed and stability requirements are provided. Additionally, discrete observer equations, real-time algorithms for microcontroller implementation, their flowcharts, and the possibilities of detecting and compensating for external influences are discussed.

Zenodo (CERN European Organization for Nuclear Research)
Tashkent State Technical University named after Islam Karimov (UZ)
Openalex Percentile: Top 24%
Extremum Seeking Control Systems
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.

SYNTHESIS OF STATE OBSERVERS AND CONSTRUCTION OF A CLOSED-LOOP CONTROL SYSTEM BASED ON THEM — Sadoqat Abdusalom qizi Tursunova · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS