Development of Knowledge Based Response Correction for a Reconfigurable N-Shaped Microstrip Antenna Design
| dc.contributor.author | Aoad, Ashrf | |
| dc.contributor.author | Simsek, Murat | |
| dc.contributor.author | Aydin, Zafer | |
| dc.date.accessioned | 2025-09-25T10:44:40Z | |
| dc.date.available | 2025-09-25T10:44:40Z | |
| dc.date.issued | 2015 | |
| dc.description.abstract | This study presents the use of prior knowledge of inverse artificial neural network (ANN) to model and optimize a reconfigurable N-shaped microstrip antenna. Three accurate prior knowledge inverse ANNs with large amount training data are proposed where the frequency information is incorporated into the structure of ANN. The complexity of the input/output relationship is reduced by using prior knowledge. Three separate methods of incorporating knowledge in the second step of the training process with a multilayer perceptron (MLP) in the first step are demonstrated and their results are compared to EM simulation. © 2023 Elsevier B.V., All rights reserved. | en_US |
| dc.identifier.doi | 10.1109/NEMO.2015.7415078 | |
| dc.identifier.isbn | 9781479968114 | |
| dc.identifier.scopus | 2-s2.0-84963975957 | |
| dc.identifier.uri | https://doi.org/10.1109/NEMO.2015.7415078 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12573/3619 | |
| dc.language.iso | en | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | -- IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization, NEMO 2015 -- Ottawa; ON -- 119572 | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Artificial Neural Networks | en_US |
| dc.subject | Prior Knowledge Input | en_US |
| dc.subject | Reconfigurable Microstrip Antenna | en_US |
| dc.subject | Inverse Problems | en_US |
| dc.subject | Knowledge Based Systems | en_US |
| dc.subject | Microstrip Antennas | en_US |
| dc.subject | Antenna Design | en_US |
| dc.subject | Frequency Information | en_US |
| dc.subject | Knowledge Based | en_US |
| dc.subject | Large Amounts | en_US |
| dc.subject | Prior Knowledge Input | en_US |
| dc.subject | Prior-Knowledge | en_US |
| dc.subject | Reconfigurable | en_US |
| dc.subject | Reconfigurable Microstrip Antenna | en_US |
| dc.subject | Response Corrections | en_US |
| dc.subject | Training Data | en_US |
| dc.subject | Neural Networks | en_US |
| dc.title | Development of Knowledge Based Response Correction for a Reconfigurable N-Shaped Microstrip Antenna Design | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.scopusid | 54392589900 | |
| gdc.author.scopusid | 23398593800 | |
| gdc.author.scopusid | 7003852510 | |
| gdc.author.wosid | Aoad, Ashrf/Aal-1460-2021 | |
| gdc.author.wosid | Simsek, Murat/Adi-7253-2022 | |
| gdc.bip.impulseclass | C5 | |
| gdc.bip.influenceclass | C5 | |
| gdc.bip.popularityclass | C5 | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::conference output | |
| gdc.collaboration.industrial | false | |
| gdc.description.department | Abdullah Gül University | en_US |
| gdc.description.departmenttemp | [Aoad] Ashrf, Department of Electrical and Electronic Engineering, Bahçeşehir Üniversitesi, Istanbul, Turkey, Department of Astronautical Engineering, İstanbul Teknik Üniversitesi, Istanbul, Turkey, Department of Computer Engineering, Abdullah Gül Üniversitesi, Kayseri, Turkey; [Simsek] Murat, Department of Electrical and Electronic Engineering, Bahçeşehir Üniversitesi, Istanbul, Turkey, Department of Astronautical Engineering, İstanbul Teknik Üniversitesi, Istanbul, Turkey, Department of Computer Engineering, Abdullah Gül Üniversitesi, Kayseri, Turkey; [Aydin] Zafer, Department of Electrical and Electronic Engineering, Bahçeşehir Üniversitesi, Istanbul, Turkey, Department of Astronautical Engineering, İstanbul Teknik Üniversitesi, Istanbul, Turkey, Department of Computer Engineering, Abdullah Gül Üniversitesi, Kayseri, Turkey | en_US |
| gdc.description.endpage | 3 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | N/A | |
| gdc.description.startpage | 1 | |
| gdc.description.woscitationindex | Conference Proceedings Citation Index - Science | |
| gdc.description.wosquality | N/A | |
| gdc.identifier.openalex | W2292457846 | |
| gdc.identifier.wos | WOS:000380464100088 | |
| gdc.index.type | WoS | |
| gdc.index.type | Scopus | |
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| gdc.oaire.popularity | 3.1894176E-9 | |
| gdc.oaire.publicfunded | false | |
| gdc.oaire.sciencefields | 0202 electrical engineering, electronic engineering, information engineering | |
| gdc.oaire.sciencefields | 02 engineering and technology | |
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| gdc.opencitations.count | 5 | |
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| gdc.virtual.author | Aydın, Zafer | |
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