Differential algebraic observer-based trajectory tracking for parallel robots via linear matrix inequalities

This paper develops a novel observer-based trajectory tracking technique for parallel robots, modelled as differential algebraic equations, which assumes that only positions are available for control purposes while joint velocities should be estimated. Based on the direct Lyapunov method and a recen...

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Published inInternational journal of systems science Vol. 53; no. 10; pp. 2149 - 2164
Main Authors Álvarez, J., Servín, J., Díaz, J. A., Bernal, M.
Format Journal Article
LanguageEnglish
Published London Taylor & Francis 27.07.2022
Taylor & Francis Ltd
Subjects
Algebra
computed-torque
Control systems design
Differential algebraic equation
Differential calculus
Differential equations
Feedback
Linear matrix inequalities
Mathematical analysis
observer-based controller design
parallel robots
Robots
Tracking
trajectory tracking
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Abstract This paper develops a novel observer-based trajectory tracking technique for parallel robots, modelled as differential algebraic equations, which assumes that only positions are available for control purposes while joint velocities should be estimated. Based on the direct Lyapunov method and a recently appeared factorisation for expressions in the differential mean value theorem, convex modelling and Finsler's lemma are combined to incorporate restrictions into the analysis. Two generalisations are thus achieved: the inner-loop feedback is allowed to use velocity estimates instead of the real values and the outer-loop feedback becomes fully nonlinear while taking into account the parallel characteristics of mechanisms. Moreover, both the observer and the controller design conditions are linear matrix inequalities, which can be efficiently solved via commercially available software. Illustrative examples are provided that show the advantages of the proposal against former works on the subject.
AbstractList This paper develops a novel observer-based trajectory tracking technique for parallel robots, modelled as differential algebraic equations, which assumes that only positions are available for control purposes while joint velocities should be estimated. Based on the direct Lyapunov method and a recently appeared factorisation for expressions in the differential mean value theorem, convex modelling and Finsler's lemma are combined to incorporate restrictions into the analysis. Two generalisations are thus achieved: the inner-loop feedback is allowed to use velocity estimates instead of the real values and the outer-loop feedback becomes fully nonlinear while taking into account the parallel characteristics of mechanisms. Moreover, both the observer and the controller design conditions are linear matrix inequalities, which can be efficiently solved via commercially available software. Illustrative examples are provided that show the advantages of the proposal against former works on the subject.
Author Bernal, M.
Díaz, J. A.
Servín, J.
Álvarez, J.
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  surname: Bernal
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  email: miguel.bernal@itson.edu.mx
  organization: Sonora Institute of Technology
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Snippet This paper develops a novel observer-based trajectory tracking technique for parallel robots, modelled as differential algebraic equations, which assumes that...
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SubjectTerms Algebra
computed-torque
Control systems design
Differential algebraic equation
Differential calculus
Differential equations
Feedback
Linear matrix inequalities
Mathematical analysis
observer-based controller design
parallel robots
Robots
Tracking
trajectory tracking
Title Differential algebraic observer-based trajectory tracking for parallel robots via linear matrix inequalities
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