Comparison of Split Complex-Valued Metaheuristic Optimization Algorithms for System Identification Problem
| dc.contributor.author | Menguc, Engin Cemal | |
| dc.contributor.author | Peker, Murat | |
| dc.contributor.author | Cinar, Salim | |
| dc.date.accessioned | 2024-11-07T13:23:55Z | |
| dc.date.available | 2024-11-07T13:23:55Z | |
| dc.date.issued | 2018 | |
| dc.department | Niğde Ömer Halisdemir Üniversitesi | |
| dc.description | 26th IEEE Signal Processing and Communications Applications Conference (SIU) -- MAY 02-05, 2018 -- Izmir, TURKEY | |
| dc.description.abstract | Since some of the real world problems include phase and amplitude information, complex modeling is more suitable. In this study, the well-used particle swarm optimization, simulated annealing and genetic algorithm are designed in a split form in order to process complex-valued signals. The performances of the algorithms are comparatively tested on two different system identification problems for different noise levels. Simulation results show that the split complex-valued metaheuristic algorithms produce results which are almost close to the weights of both unknown systems. | |
| dc.description.sponsorship | IEEE,Huawei,Aselsan,NETAS,IEEE Turkey Sect,IEEE Signal Proc Soc,IEEE Commun Soc,ViSRATEK,Adresgezgini,Rohde & Schwarz,Integrated Syst & Syst Design,Atilim Univ,Havelsan,Izmir Katip Celebi Univ | |
| dc.identifier.isbn | 978-1-5386-1501-0 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.uri | https://hdl.handle.net/11480/13797 | |
| dc.identifier.wos | WOS:000511448500624 | |
| dc.identifier.wosquality | N/A | |
| dc.indekslendigikaynak | Web of Science | |
| dc.language.iso | tr | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | 2018 26th Signal Processing and Communications Applications Conference (Siu) | |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.snmz | KA_20241106 | |
| dc.subject | Split Complex-valued Metaheuristic Algorithms | |
| dc.subject | Complex-valued Signals | |
| dc.subject | System Identification | |
| dc.title | Comparison of Split Complex-Valued Metaheuristic Optimization Algorithms for System Identification Problem | |
| dc.type | Conference Object |
