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Identification and control of aircraft dynamics using radial basis function networks

dc.contributor.authorAhmed-Zaid, F.en
dc.contributor.authorIoannou, Petros A.en
dc.contributor.authorPolycarpou, Marios M.en
dc.contributor.authorYoussef, H. M.en
dc.creatorAhmed-Zaid, F.en
dc.creatorIoannou, Petros A.en
dc.creatorPolycarpou, Marios M.en
dc.creatorYoussef, H. M.en
dc.date.accessioned2019-12-02T10:33:21Z
dc.date.available2019-12-02T10:33:21Z
dc.date.issued1993
dc.identifier.isbn0-7803-0908-1
dc.identifier.urihttp://gnosis.library.ucy.ac.cy/handle/7/56352
dc.description.abstractIn this paper, we investigate one type of neural networks, namely the Radial Basis Functions (RBF) networks, and apply them to the identification and control problems of an aircraft system. The RBF network is used as an on-line-approximator of the aircraft pitch dynamics, combined with a nonlinear control law to improve the closed-loop system performance. The result are illustrated through simulations using a nonlinear model of the F-16 aircraft pitch dynamics.en
dc.publisherPubl by IEEEen
dc.sourceProceedings of the IEEE Conference on Control Applicationsen
dc.sourceProceedings of the IEEE Conference on Control Applications. Part 2 (of 2)en
dc.source.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-0027750434&partnerID=40&md5=406e45f4e76253f2e7acd81b22057bcd
dc.subjectNeural networksen
dc.subjectControl systemsen
dc.subjectDynamicsen
dc.subjectMappingen
dc.subjectNonlinear dynamical systemsen
dc.subjectAerodynamicsen
dc.subjectAircraften
dc.subjectAircraft dynamicsen
dc.subjectRadial basis function networken
dc.titleIdentification and control of aircraft dynamics using radial basis function networksen
dc.typeinfo:eu-repo/semantics/conferenceObject
dc.description.volume2
dc.description.startingpage567
dc.description.endingpage572
dc.author.facultyΣχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences
dc.author.departmentΤμήμα Μαθηματικών και Στατιστικής / Department of Mathematics and Statistics
dc.type.uhtypeConference Objecten
dc.description.notes<p>Sponsors: IEEE Control Systems Societyen
dc.description.notesConference code: 19970en
dc.description.notesCited By :10</p>en
dc.contributor.orcidIoannou, Petros A. [0000-0001-6981-0704]
dc.contributor.orcidPolycarpou, Marios M. [0000-0001-6495-9171]
dc.gnosis.orcid0000-0001-6981-0704
dc.gnosis.orcid0000-0001-6495-9171


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