Multivariate adaptive sampling of parameterized antenna responses
CITATION: 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.
The original publication is available at http://ieeexplore.ieee.org
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.
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