State-Space Modeling of Two-Dimensional Vector-Exponential Trajectories

dc.citation.firstpage2734en_US
dc.citation.issueNumber5en_US
dc.citation.journalTitleSIAM Journal on Control and Optimizationen_US
dc.citation.lastpage2753en_US
dc.citation.volumeNumber54en_US
dc.contributor.authorRapisarda, P.en_US
dc.contributor.authorAntoulas, A.C.en_US
dc.date.accessioned2017-05-15T21:11:38Zen_US
dc.date.available2017-05-15T21:11:38Zen_US
dc.date.issued2016en_US
dc.description.abstractWe solve two problems in modeling polynomial vector-exponential trajectories dependent on two independent variables. In the first one we assume that the data-generating system has no inputs, and we compute a state representation of the most powerful unfalsified model for this data. In the second instance we assume that the data-generating system is controllable and quarter-plane causal, and we compute a Roesser input-state-output model. We provide procedures for solving these identification problems, both based on the factorization of constant matrices directly constructed from the data, from which state trajectories can be computed.en_US
dc.identifier.citationRapisarda, P. and Antoulas, A.C.. "State-Space Modeling of Two-Dimensional Vector-Exponential Trajectories." <i>SIAM Journal on Control and Optimization,</i> 54, no. 5 (2016) SIAM: 2734-2753. http://dx.doi.org/10.1137/15M1031837.en_US
dc.identifier.doihttp://dx.doi.org/10.1137/15M1031837en_US
dc.identifier.urihttps://hdl.handle.net/1911/94280en_US
dc.language.isoengen_US
dc.publisherSIAMen_US
dc.rightsArticle is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.en_US
dc.subject.keywordmultidimensional systemsen_US
dc.subject.keywordmost powerful unfalsified modelen_US
dc.subject.keywordRoesser modelsen_US
dc.subject.keywordbilinear differential formsen_US
dc.titleState-Space Modeling of Two-Dimensional Vector-Exponential Trajectoriesen_US
dc.typeJournal articleen_US
dc.type.dcmiTexten_US
dc.type.publicationpublisher versionen_US
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