A Complex-Valued Adaptive Filter Algorithm for System Identification Problem
dc.authorid | 0000-0003-1186-3058 | en_US |
dc.contributor.author | Mengguc, Engin Cemal | |
dc.contributor.author | Acır, Nurettin | |
dc.date.accessioned | 2021-03-20T20:15:18Z | |
dc.date.available | 2021-03-20T20:15:18Z | |
dc.date.issued | 2015 | |
dc.department | BTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik Elektronik Mühendisliği Bölümü | en_US |
dc.description | 9th International Conference on Electrical and Electronics Engineering (ELECO) -- NOV 26-28, 2015 -- Bursa, TURKEY | en_US |
dc.description.abstract | In this study, a complex-valued adaptive filter algorithm based on Lyapunov stability theory is presented to solve a system identification problem in the complex domain. The performance of the proposed complex-valued Lyapunov adaptive filter (CLAF) algorithm is improved for the complex-valued system identification problem by integrating the LST into the filter optimization cost. The performance of the proposed algorithm is tested on a complex-valued moving average (MA) system identification problem and compared with the conventional complex-valued least mean square (CLMS) and complex-valued normalized least mean square (CNLMS) algorithms. The simulation results show that the proposed CLAF algorithm has achieved a faster convergence rate and a lower steady-state MSE performance when compared to the other algorithms. | en_US |
dc.description.sponsorship | Chamber Elect Engineers Bursa Branch, Istanbul Techn Univ, Fac Elect & Elect Engn, Uludag Univ, Dept Elect & Elect Engn, IEEE, Reg 8, IEEE Turkey Sect, CAS Chapter, Sci & Technol Res Council Turkey | en_US |
dc.identifier.endpage | 1244 | en_US |
dc.identifier.scopusquality | N/A | en_US |
dc.identifier.startpage | 1241 | en_US |
dc.identifier.uri | https://hdl.handle.net/20.500.12885/1176 | |
dc.identifier.wos | WOS:000380410800212 | en_US |
dc.identifier.wosquality | N/A | en_US |
dc.indekslendigikaynak | Web of Science | en_US |
dc.indekslendigikaynak | Scopus | en_US |
dc.institutionauthor | Acır, Nurettin | |
dc.language.iso | en | en_US |
dc.publisher | Ieee | en_US |
dc.relation.ispartof | 2015 9Th International Conference On Electrical And Electronics Engineering (Eleco) | en_US |
dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
dc.rights | info:eu-repo/semantics/closedAccess | en_US |
dc.subject | [No Keywords] | en_US |
dc.title | A Complex-Valued Adaptive Filter Algorithm for System Identification Problem | en_US |
dc.type | Conference Object | en_US |