Nonlinear Dynamic Observer Design for Uncertain Vehicle Systems With Disturbances

This paper investigates the dynamic observer (DO) design problem for a class of disturbed Lipschitz nonlinear vehicle systems with uncertainties, where the uncertainties are assumed to be in both system matrix and input matrix. The proposed DO has a unified form and the popularly used proportional o...

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Main Authors: Nan Gao, Jianliang Tang, Jinghui Lin, Guifen Sheng, Hao Chen
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10478514/
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author Nan Gao
Jianliang Tang
Jinghui Lin
Guifen Sheng
Hao Chen
author_facet Nan Gao
Jianliang Tang
Jinghui Lin
Guifen Sheng
Hao Chen
author_sort Nan Gao
collection DOAJ
description This paper investigates the dynamic observer (DO) design problem for a class of disturbed Lipschitz nonlinear vehicle systems with uncertainties, where the uncertainties are assumed to be in both system matrix and input matrix. The proposed DO has a unified form and the popularly used proportional observer and proportional integral observer can be considered as the particular cases of the proposed DO. Based on the algebraic constraints, the observer design issue is transformed into the asymptotically stability analysis problem. The sufficient criterion of the DO design is derived in terms of linear matrix equality (LMI), by constructing a Lyapunov function to guarantee the H-infinity performance. A numerical example is used to illustrate the performance of the proposed DO.
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spelling doaj.art-9701e7c5c42e4c1891f93c644d4281d92024-04-08T23:00:53ZengIEEEIEEE Access2169-35362024-01-0112483944840310.1109/ACCESS.2024.338154010478514Nonlinear Dynamic Observer Design for Uncertain Vehicle Systems With DisturbancesNan Gao0https://orcid.org/0000-0003-2736-2434Jianliang Tang1Jinghui Lin2Guifen Sheng3Hao Chen4Shaanxi Key Laboratory of New Transportation Energy and Automotive Energy Saving, Chang’an University, Xi’an, ChinaGuangzhou Gonglu Engineering Company, Guangzhou, ChinaGuangzhou Gonglu Engineering Company, Guangzhou, ChinaShaanxi Key Laboratory of New Transportation Energy and Automotive Energy Saving, Chang’an University, Xi’an, ChinaShaanxi Key Laboratory of New Transportation Energy and Automotive Energy Saving, Chang’an University, Xi’an, ChinaThis paper investigates the dynamic observer (DO) design problem for a class of disturbed Lipschitz nonlinear vehicle systems with uncertainties, where the uncertainties are assumed to be in both system matrix and input matrix. The proposed DO has a unified form and the popularly used proportional observer and proportional integral observer can be considered as the particular cases of the proposed DO. Based on the algebraic constraints, the observer design issue is transformed into the asymptotically stability analysis problem. The sufficient criterion of the DO design is derived in terms of linear matrix equality (LMI), by constructing a Lyapunov function to guarantee the H-infinity performance. A numerical example is used to illustrate the performance of the proposed DO.https://ieeexplore.ieee.org/document/10478514/Dynamic observernonlinear systemuncertaintyLMIH-infinity
spellingShingle Nan Gao
Jianliang Tang
Jinghui Lin
Guifen Sheng
Hao Chen
Nonlinear Dynamic Observer Design for Uncertain Vehicle Systems With Disturbances
IEEE Access
Dynamic observer
nonlinear system
uncertainty
LMI
H-infinity
title Nonlinear Dynamic Observer Design for Uncertain Vehicle Systems With Disturbances
title_full Nonlinear Dynamic Observer Design for Uncertain Vehicle Systems With Disturbances
title_fullStr Nonlinear Dynamic Observer Design for Uncertain Vehicle Systems With Disturbances
title_full_unstemmed Nonlinear Dynamic Observer Design for Uncertain Vehicle Systems With Disturbances
title_short Nonlinear Dynamic Observer Design for Uncertain Vehicle Systems With Disturbances
title_sort nonlinear dynamic observer design for uncertain vehicle systems with disturbances
topic Dynamic observer
nonlinear system
uncertainty
LMI
H-infinity
url https://ieeexplore.ieee.org/document/10478514/
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AT guifensheng nonlineardynamicobserverdesignforuncertainvehiclesystemswithdisturbances
AT haochen nonlineardynamicobserverdesignforuncertainvehiclesystemswithdisturbances