A novel adaptive blind channel equalizer for chaotic communication systems

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dc.contributor.authorGomec, Meltem
dc.contributor.authorMaraş, Meryem
dc.contributor.authorAyvaz, Elif Nur
dc.contributor.authorÖzen, Ali
dc.date.accessioned2025-02-24T16:35:48Z
dc.date.available2025-02-24T16:35:48Z
dc.date.issued2019
dc.departmentFakülteler, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümü
dc.description27th Signal Processing and Communications Applications Conference -- SIU 2019 -- 24 April 2019 through 26 April 2019 -- Sivas -- 151073
dc.description.abstractIn this paper, a new blind channel equalizer based on fuzzy logic is proposed for chaotic communication systems. Inverse filtering criteria (IFC) based algorithm, super exponential algorithm (SEA) and constant modulus algorithm (CMA) are the most popular three-blind channel equalization algorithm for classical communication systems. However, these algorithms are not sufficient for the desired performance values for chaotic communication systems and need to be developed. In this study, the normalized CMA algorithm based on fuzzy logic (Fuzzy Logic Normalized CMA, F-N-CMA) is proposed for chaotic communication systems. Computer simulation studies are performed to test the accuracy of the proposed method and to compare with the classical CMA, modified CMA (Modified CMA, M-CMA) and normalized CMA (Normalized CMA, NCMA) algorithms. It is observed that the best MSE-Iteration Number, MSE-SNR, ISI-Iteration Number and ISI-SNR achievements are obtained with the proposed method from the simulation results. © 2019 IEEE.
dc.identifier.doi10.1109/SIU.2019.8806520
dc.identifier.isbn978-172811904-5
dc.identifier.scopus2-s2.0-85071968721
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/SIU.2019.8806520
dc.identifier.urihttps://hdl.handle.net/20.500.14440/596
dc.indekslendigikaynakScopus
dc.language.isotr
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof27th Signal Processing and Communications Applications Conference, SIU 2019
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20250201
dc.subjectBlind channel equalizer
dc.subjectChaotic communication
dc.subjectCMA
dc.subjectFuzzy logic
dc.subjectN-CMA
dc.titleA novel adaptive blind channel equalizer for chaotic communication systems
dc.title.alternativeKaotik Haberleşme Sistemleri Için Yeni Bir Uyarlanir Kör Kanal Denkleştirici
dc.typeConference Object

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