Optimizable KNN and ANFIS Algorithms Development for Accurate Antenna Parameter Estimation
Rajendran Ramasamy,
Maria Anto Bennet
Abstract:The process of smart antenna synthesis involves the automatic selection of the optimal antenna type and geometry in order to enhance antenna performance. A model for intelligent antenna selection employs an optimizable K-nearest neighbors (KNN) classifier to determine the optimal antenna choice. To optimize the utilization of different learner types, the geometric parameters of the antenna are presented as the final step prior to the construction of the Adaptive Neuro-Fuzzy Inference System (ANFIS) model, whic… Show more
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