Recursive parameter estimation algorithms

Main adaptive control design approaches assume that a suitable dynamic model of the controlled process can be computed. In this way, recursive parameter estimation algorithms play can important role in tracking the time variant parameters of the process dynamic model. Thois paper describes the major...

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Detalhes bibliográficos
Autor principal: Coelho, J.P. (author)
Outros Autores: Cunha, José Boaventura (author), Oliveira, Paulo de Moura (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2010
Assuntos:
Texto completo:http://hdl.handle.net/10198/2750
País:Portugal
Oai:oai:bibliotecadigital.ipb.pt:10198/2750
Descrição
Resumo:Main adaptive control design approaches assume that a suitable dynamic model of the controlled process can be computed. In this way, recursive parameter estimation algorithms play can important role in tracking the time variant parameters of the process dynamic model. Thois paper describes the major algorithms used to compute the ttransfer function parameters of time varying ssssystems. The advantages and limitations of these techniques are illustrated by computing the parameters of a time varying discrete system, with known structure, under the presence of persistent and non-persistent information.