Identification of Disk Drive Systems using the Multifeedback-Layer Neural Network and the Particle Swarm Optimization Algorithm

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dc.authoridAksu, Inayet Ozge/0000-0002-0963-2982
dc.contributor.authorAksu, Inayet Ozge
dc.contributor.authorCoban, Ramazan
dc.date.accessioned2025-01-06T17:43:40Z
dc.date.available2025-01-06T17:43:40Z
dc.date.issued2013
dc.descriptionInternational Conference on Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE) -- MAY 09-11, 2013 -- Mevlana Univ, Konya, TURKEY
dc.description.abstractIn this study, the closed loop identification of the reader head position of a disk drive system is proposed by using the Multifeedback-Layer Neural Network. To identify the system, the connection weights of the Multifeedback-Layer Neural Network (MFLNN) are trained by the Particle Swarm Optimization (PSO) algorithm. Simulation results show the effectiveness of the proposed method.
dc.identifier.endpage234
dc.identifier.isbn978-1-4673-5613-8
dc.identifier.isbn978-1-4673-5612-1
dc.identifier.startpage230
dc.identifier.urihttps://hdl.handle.net/20.500.14669/2766
dc.identifier.wosWOS:000325948700043
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartof2013 International Conference on Technological Advances in Electrical, Electronics and Computer Engineering (Taeece)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241211
dc.subjectMultifeedback-Layer Neural Network
dc.subjectrecurrent neural networks
dc.subjectParticle Swarm Optimization
dc.subjectdisk drives system
dc.subjectidentification
dc.titleIdentification of Disk Drive Systems using the Multifeedback-Layer Neural Network and the Particle Swarm Optimization Algorithm
dc.typeConference Object

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