Multivariate adaptive sampling of parameterized antenna responses

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dc.contributor.authorMutonkole, Ngoyen_ZA
dc.contributor.authorDe Villiers, Dirk I. L.en_ZA
dc.date.accessioned2017-03-07T11:56:33Z
dc.date.available2017-03-07T11:56:33Z
dc.date.issued2017
dc.descriptionCITATION: Mutonkole, N. & De Villiers, D. I. L. 2017. Multivariate adaptive sampling of parameterized antenna responses. IEEE Transactions on Antennas and Propagation, 65(3):1073-1080, doi:10.1109/TAP.2017.2653761.
dc.descriptionThe original publication is available at http://ieeexplore.ieee.org
dc.description.abstractENGLISH ABSTRACT: We present a robust method to adaptively construct parameterized models of the full radiation patterns of antennas and the associated S-parameters. The method sequentially selects points (geometric parameters of the antenna and frequency) such that an accurate model is obtained over a constrained multivariate parameter space. The algorithm consists of a balance between exploration and exploitation of the parameter space, resulting in a near optimal coverage of the design space, with some emphasis being placed in regions of the parameter space where the patterns or S-parameters vary rapidly. In addition, the technique is equipped with a measure of absolute error control. The proposed method is validated through pertinent numerical examples.en_ZA
dc.description.urihttp://ieeexplore.ieee.org/document/7819515/
dc.description.versionPost print
dc.format.extent8 pagesen_ZA
dc.identifier.citationMutonkole, N. & De Villiers, D. I. L. 2017. Multivariate adaptive sampling of parameterized antenna responses. IEEE Transactions on Antennas and Propagation, 65(3):1073-1080, doi:10.1109/TAP.2017.2653761
dc.identifier.issn0018-926X (online)
dc.identifier.otherdoi:10.1109/TAP.2017.2653761
dc.identifier.urihttp://hdl.handle.net/10019.1/100666
dc.language.isoen_ZAen_ZA
dc.publisherInstitute of Electrical and Electronics Engineers
dc.rights.holderInstitute of Electrical and Electronics Engineers
dc.subjectAntenna radiation patternsen_ZA
dc.subjectAdaptive sampling (Statistics)en_ZA
dc.subjectBayesian statistical decision theoryen_ZA
dc.subjectElectromagnetic fields -- Mathematical modelsen_ZA
dc.titleMultivariate adaptive sampling of parameterized antenna responsesen_ZA
dc.typeArticleen_ZA
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