A New Modulation Recognition Method Based on Artificial Bee Colony Algorithm

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dc.authoridOzturk, Celal/0000-0003-3798-8123
dc.contributor.authorÖzen, Ali
dc.contributor.authorOzturk, Celal
dc.date.accessioned2025-02-24T17:18:36Z
dc.date.available2025-02-24T17:18:36Z
dc.date.issued2013
dc.departmentFakülteler, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü
dc.description21st Signal Processing and Communications Applications Conference (SIU) -- APR 24-26 -- 2013 -- CYPRUS
dc.description.abstractA new digital modulation recognition method has been proposed for classifying baseband signals that are subjected to additive white Gaussian noise (AWGN) channel in this paper. The proposed method (ABC-ANN) is based on artificial neural network (ANN) which is trained by artificial bee colony (ABC) algorithm. The high order cumulants have been employed in the proposed ABC-ANN classifier. ABC algorithm has been used in finding the optimal weight set which directly affects the performance of artificial neural networks. Computer simulation results have demonstrated that the proposed recognizer can reach much better classification accuracy than the existing methods in even -5 dB of signal to noise ratio (SNR) value.
dc.identifier.isbn978-1-4673-5563-6
dc.identifier.isbn978-1-4673-5562-9
dc.identifier.issn2165-0608
dc.identifier.scopus2-s2.0-84880876773
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://hdl.handle.net/20.500.14440/765
dc.identifier.wosWOS:000325005300202
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isotr
dc.publisherIEEE
dc.relation.ispartof2013 21st Signal Processing and Communications Applications Conference (Siu)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250201
dc.subjectModulation recognition
dc.subjectABC algorithm
dc.subjectABC-ANN
dc.subjecthigh order cumulant
dc.subjectoptimization
dc.titleA New Modulation Recognition Method Based on Artificial Bee Colony Algorithm
dc.typeConference Object

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