Slot Parameter Optimization for Multiband Antenna Performance Improvement Using Intelligent Systems

Basit Öğe Kaydı
dc.contributor.authorDemircioğlu, Erdem
dc.contributor.authorYağli, Ahmet Fazıl
dc.contributor.authorGülgönül, Şenol
dc.contributor.authorAnkishan, Haydar
dc.contributor.authorTartan, Emre Oner
dc.contributor.authorSazlı, Murat H.
dc.contributor.authorİmeci, Ş. Taha
dc.date.accessioned2020-11-21T15:54:11Z
dc.date.available2020-11-21T15:54:11Z
dc.date.issued2015en_US
dc.departmentİstanbul Ticaret Üniversitesien_US
dc.description.abstractThis paper discusses bandwidth enhancement for multiband microstrip patch antennas (MMPAs) using symmetrical rectangular/square slots etched on the patch and the substrate properties. The slot parameters on MMPA are modeled using soft computing technique of artificial neural networks (ANN). To achieve the best ANN performance, Particle Swarm Optimization (PSO) and Differential Evolution (DE) are applied with ANN's conventional training algorithm in optimization of the modeling performance. In this study, the slot parameters are assumed as slot distance to the radiating patch edge, slot width, and length. Bandwidth enhancement is applied to a formerly designed MMPA fed by a microstrip transmission line attached to the center pin of 50 ohm SMA connecter. The simulated antennas are fabricated and measured. Measurement results are utilized for training the artificial intelligence models. The ANN provides 98% model accuracy for rectangular slots and 97% for square slots; however, ANFIS offer 90% accuracy with lack of resonance frequency tracking. © 2015 Erdem Demircioglu et al.en_US
dc.identifier.doi10.1155/2015/165717en_US
dc.identifier.issn1687-5869
dc.identifier.scopus2-s2.0-84948808702en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.urihttps://doi.org/10.1155/2015/165717
dc.identifier.urihttps://hdl.handle.net/11467/3781
dc.identifier.volume2015en_US
dc.identifier.wosWOS:000365574800001en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherHindawi Publishing Corporationen_US
dc.relation.ispartofInternational Journal of Antennas and Propagationen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.titleSlot Parameter Optimization for Multiband Antenna Performance Improvement Using Intelligent Systemsen_US
dc.typeArticleen_US

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
Küçük Resim
İsim:
165717.pdf
Boyut:
2.49 MB
Biçim:
Adobe Portable Document Format
Açıklama:
İndir

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu
WoS İndeksli Yayınlar Koleksiyonu