Sliding mode observers for nonlinear models with unbounded noise and measurement uncertainties

Engin Yaz, Asad Azemi

Research output: Contribution to journalArticle

30 Citations (Scopus)

Abstract

This work extends the applicability of variable structure observers designed for nonlinear systems in two ways. First, it is proved that these observers using a boundary-layer scheme can be applied to system models described by Ito differential equations, resulting in almost sure and mean square exponential estimation error. Second, the use of variable structure observers is extended to nonlinear measurement models containing disturbance effects. Also, a novel approach for obtaining the required parameters in the observer design is provided. Finally, two examples are given to illustrate the application and favorable convergence properties of these generalizations.

Original languageEnglish (US)
Pages (from-to)217-235
Number of pages19
JournalDynamics and Control
Volume3
Issue number3
DOIs
StatePublished - Jul 1 1993

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Sliding Mode Observer
Measurement Uncertainty
Nonlinear Model
Observer
Variable Structure
Error analysis
Nonlinear systems
Boundary layers
Differential equations
Observer Design
Estimation Error
Convergence Properties
Mean Square
Boundary Layer
Nonlinear Systems
Disturbance
Differential equation
Model
Uncertainty

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering

Cite this

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Sliding mode observers for nonlinear models with unbounded noise and measurement uncertainties. / Yaz, Engin; Azemi, Asad.

In: Dynamics and Control, Vol. 3, No. 3, 01.07.1993, p. 217-235.

Research output: Contribution to journalArticle

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