Adaptive identification of continuous-time switched linear and piecewise linear systems | IEEE Conference Publication | IEEE Xplore

Adaptive identification of continuous-time switched linear and piecewise linear systems


Abstract:

This paper presents a novel procedure for the online identification of continuous-time switched linear systems. The proposed procedure is an extension of the well studied...Show More

Abstract:

This paper presents a novel procedure for the online identification of continuous-time switched linear systems. The proposed procedure is an extension of the well studied series-parallel parameter identifiers in adaptive control. With the proposed results, it is possible to identify the submodels of a switched system online, independent of the nature of the switching signal. As a special case, the procedure is applied to the identification of piecewise linear systems with known regions. Analytical proofs for stability and parameter convergence are given. Numerical simulations validate the results.
Date of Conference: 24-27 June 2014
Date Added to IEEE Xplore: 24 July 2014
Print ISBN:978-3-9524269-1-3
Conference Location: Strasbourg, France

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