2019
DOI: 10.3390/electronics8010085
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Predicting the Frequency Characteristics of Hybrid Meander Systems Using a Feed-Forward Backpropagation Network

Abstract: The process of designing microwave devices is difficult and time-consuming because the analytical and numerical methods used in the design process are complex. Therefore, it is necessary to search for new methods that will allow for an acceleration of synthesis and analytic procedures. This is especially important in cases where the procedures of synthesis and analysis have to be repeated many times, until the correct device configuration is found. Artificial neural networks are one of the possible alternative… Show more

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Cited by 17 publications
(13 citation statements)
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“…Artificial Neural Networks (ANN), Wavelet Transform (WT) and Kalman Filter (KF). The ANN method [30]- [33] has been well applied in the field of image and voice processing, e.g. pattern detection and recognition.…”
Section: Data Processing and Model Selectionmentioning
confidence: 99%
“…Artificial Neural Networks (ANN), Wavelet Transform (WT) and Kalman Filter (KF). The ANN method [30]- [33] has been well applied in the field of image and voice processing, e.g. pattern detection and recognition.…”
Section: Data Processing and Model Selectionmentioning
confidence: 99%
“…The biggest disadvantage of meander structures with 3D coils is the quite large occupied area. A solution was proposed to replace the spiral coils with contact plates in the PCB and to solder the inductors to the contact plates in order to simulate the spiral coils [21]. These changes made it possible to reduce the dimensions but maintain similar parameters of the hybrid meander structure.…”
Section: Introductionmentioning
confidence: 99%
“…The novelty of this work is the quantitative analysis of the computer-based and experimental results of a hybrid meander structure with additional shields. A hybrid meander structure without additional shields as a base model is taken from our previous research studies [21]. The computer-based modeling results will be compared with the results of a physical experiment.…”
Section: Introductionmentioning
confidence: 99%
“…The synthesis of the meander delay system using multilayer perceptron (MLP) is presented in [24]. The synthesis of hybrid meander delay system also using MLP is presented in [25].…”
Section: Introductionmentioning
confidence: 99%