FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2116733356> ?p ?o ?g. }

• W2116733356 abstract "This paper addresses nonlinear nonstationary system identification from stimulus-response data, a problem concerning a large variety of applications, in dynamic control as well as in signal processing, communications, physiological system modelling and so on. Among the different methods suggested in the vast literature for nonlinear system modelling, the ones based on the Volterra series and the Neural Networks are the most commonly used. However, a strong limitation for the applicability of these methods lies in the necessary property of stationarity, an assumption that cannot be considered as valid in general and strongly affecting the validity of results. Another weakness of the approaches currently used is that they refer to differential systems, thus being unsuitable to model systems described by integral equations. A computational intelligence technique that exploits the potentialities of both the Karhunen-Loeve Transform (KLT) and Neural Networks (NNs) representation and without any of the limitations of the previous approaches is suggested in this paper. The technique is suitable for modelling the wide class of systems described by nonlinear nonstationary functionals, thus including both differential and integral systems. It takes advantage of the KLT separable kernel representation that is able to separate the dynamic and static behaviours of the system as two distinct components, and the approximation property of NNs for the identification of the nonlinear no-memory component. To validate the suggested technique comparisons with experimental results on both nonlinear nonstationary differential and integral systems are reported." @default.
• W2116733356 created "2016-06-24" @default.
• W2116733356 creator A5023990557 @default.
• W2116733356 creator A5053388611 @default.
• W2116733356 creator A5063723272 @default.
• W2116733356 creator A5065007712 @default.
• W2116733356 date "2008-06-01" @default.
• W2116733356 modified "2023-09-23" @default.
• W2116733356 title "A computational intelligence technique for the identification of non-linear non-stationary systems" @default.
• W2116733356 cites W1581474174 @default.
• W2116733356 cites W1834389374 @default.
• W2116733356 cites W1982188267 @default.
• W2116733356 cites W1984481057 @default.
• W2116733356 cites W2017763605 @default.
• W2116733356 cites W2031019611 @default.
• W2116733356 cites W2075444547 @default.
• W2116733356 cites W2103045143 @default.
• W2116733356 cites W2110721312 @default.
• W2116733356 cites W2116514159 @default.
• W2116733356 cites W2123010170 @default.
• W2116733356 cites W2138484437 @default.
• W2116733356 cites W2171176115 @default.
• W2116733356 doi "https://doi.org/10.1109/ijcnn.2008.4634226" @default.
• W2116733356 hasPublicationYear "2008" @default.
• W2116733356 type Work @default.
• W2116733356 sameAs 2116733356 @default.
• W2116733356 citedByCount "2" @default.
• W2116733356 countsByYear W21167333562020 @default.
• W2116733356 countsByYear W21167333562021 @default.
• W2116733356 crossrefType "proceedings-article" @default.
• W2116733356 hasAuthorship W2116733356A5023990557 @default.
• W2116733356 hasAuthorship W2116733356A5053388611 @default.
• W2116733356 hasAuthorship W2116733356A5063723272 @default.
• W2116733356 hasAuthorship W2116733356A5065007712 @default.
• W2116733356 hasConcept C104267543 @default.
• W2116733356 hasConcept C111472728 @default.
• W2116733356 hasConcept C11413529 @default.
• W2116733356 hasConcept C114614502 @default.
• W2116733356 hasConcept C119247159 @default.
• W2116733356 hasConcept C121332964 @default.
• W2116733356 hasConcept C134306372 @default.
• W2116733356 hasConcept C138885662 @default.
• W2116733356 hasConcept C154945302 @default.
• W2116733356 hasConcept C158622935 @default.
• W2116733356 hasConcept C17744445 @default.
• W2116733356 hasConcept C189950617 @default.
• W2116733356 hasConcept C199539241 @default.
• W2116733356 hasConcept C22157029 @default.
• W2116733356 hasConcept C2776359362 @default.
• W2116733356 hasConcept C2778532037 @default.
• W2116733356 hasConcept C33923547 @default.
• W2116733356 hasConcept C41008148 @default.
• W2116733356 hasConcept C50644808 @default.
• W2116733356 hasConcept C62520636 @default.
• W2116733356 hasConcept C67186912 @default.
• W2116733356 hasConcept C74193536 @default.
• W2116733356 hasConcept C77088390 @default.
• W2116733356 hasConcept C78045399 @default.
• W2116733356 hasConcept C84462506 @default.
• W2116733356 hasConcept C9390403 @default.
• W2116733356 hasConcept C94625758 @default.
• W2116733356 hasConceptScore W2116733356C104267543 @default.
• W2116733356 hasConceptScore W2116733356C111472728 @default.
• W2116733356 hasConceptScore W2116733356C11413529 @default.
• W2116733356 hasConceptScore W2116733356C114614502 @default.
• W2116733356 hasConceptScore W2116733356C119247159 @default.
• W2116733356 hasConceptScore W2116733356C121332964 @default.
• W2116733356 hasConceptScore W2116733356C134306372 @default.
• W2116733356 hasConceptScore W2116733356C138885662 @default.
• W2116733356 hasConceptScore W2116733356C154945302 @default.
• W2116733356 hasConceptScore W2116733356C158622935 @default.
• W2116733356 hasConceptScore W2116733356C17744445 @default.
• W2116733356 hasConceptScore W2116733356C189950617 @default.
• W2116733356 hasConceptScore W2116733356C199539241 @default.
• W2116733356 hasConceptScore W2116733356C22157029 @default.
• W2116733356 hasConceptScore W2116733356C2776359362 @default.
• W2116733356 hasConceptScore W2116733356C2778532037 @default.
• W2116733356 hasConceptScore W2116733356C33923547 @default.
• W2116733356 hasConceptScore W2116733356C41008148 @default.
• W2116733356 hasConceptScore W2116733356C50644808 @default.
• W2116733356 hasConceptScore W2116733356C62520636 @default.
• W2116733356 hasConceptScore W2116733356C67186912 @default.
• W2116733356 hasConceptScore W2116733356C74193536 @default.
• W2116733356 hasConceptScore W2116733356C77088390 @default.
• W2116733356 hasConceptScore W2116733356C78045399 @default.
• W2116733356 hasConceptScore W2116733356C84462506 @default.
• W2116733356 hasConceptScore W2116733356C9390403 @default.
• W2116733356 hasConceptScore W2116733356C94625758 @default.
• W2116733356 hasLocation W21167333561 @default.
• W2116733356 hasOpenAccess W2116733356 @default.
• W2116733356 hasPrimaryLocation W21167333561 @default.
• W2116733356 hasRelatedWork W2000937006 @default.
• W2116733356 hasRelatedWork W2023117914 @default.
• W2116733356 hasRelatedWork W2093880916 @default.
• W2116733356 hasRelatedWork W2143783939 @default.
• W2116733356 hasRelatedWork W2168591081 @default.
• W2116733356 hasRelatedWork W2184619943 @default.
• W2116733356 hasRelatedWork W2313433547 @default.
• W2116733356 hasRelatedWork W2886861112 @default.
• W2116733356 hasRelatedWork W3145774789 @default.

• next