Improvements in stable inversion of NARX models by using Mann iteration

Eksteen, J.J.A.; Heyns, P.S. (Philippus Stephanus)

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dc.contributor.author	Eksteen, J.J.A.
dc.contributor.author	Heyns, P.S. (Philippus Stephanus)
dc.date.accessioned	2015-11-02T10:41:02Z
dc.date.issued	2016
dc.description.abstract	The use of Mann iteration in the stable inversion of NARX models that have been converted to state space form is investigated to either recover the convergence or improve the accuracy of the best approximate solution under conditions when Picard iteration fails to converge. Attention is given to the use of filtering and time-varying iteration gains. The results are potentially of use in response reconstruction for fatigue testing purposes where the inverse of a NARX model, obtained by system identification, may be used to achieve the reconstruction.	en_ZA
dc.description.embargo	2016-06-30
dc.description.librarian	hb2015	en_ZA
dc.description.uri	http://www.tandfonline.com/loi/gipe20	en_ZA
dc.identifier.citation	J.J.A. Eksteen & P.S. Heyns (2016) Improvements in stable inversion of NARX models by using Mann iteration, Inverse Problems in Science and Engineering, 24:4, 667-691, DOI: 10.1080/17415977.2015.1055262.	en_ZA
dc.identifier.issn	1741-5977 (print)
dc.identifier.issn	1741-5985 (online)
dc.identifier.other	10.1080/17415977.2015.1055262
dc.identifier.uri	http://hdl.handle.net/2263/50309
dc.language.iso	en	en_ZA
dc.publisher	Taylor and Francis	en_ZA
dc.rights	© 2015 Taylor & Francis.This is an electronic version of an article published in Inverse Problems in Science and Engineering, vol. 24, no. 4, pp. 667-691, 2016. doi : 10.1080/17415977.2015.1055262. Inverse Problems in Science and Engineering is available online at : http://www.tandfonline.com/loi/gipe20.	en_ZA
dc.subject	Stable inversion	en_ZA
dc.subject	Picard iteration	en_ZA
dc.subject	Mann iteration	en_ZA
dc.subject	Ishikawa iteration	en_ZA
dc.subject	Iterative learning control	en_ZA
dc.subject	NARX models	en_ZA
dc.subject	Discrete time	en_ZA
dc.subject	Nonlinear	en_ZA
dc.subject	Response reconstruction	en_ZA
dc.subject	Fatigue testing	en_ZA
dc.title	Improvements in stable inversion of NARX models by using Mann iteration	en_ZA
dc.type	Postprint Article	en_ZA