Improved Empirical Formula Modeling Method Using Neuro-Space Mapping for Coupled Microstrip Lines

نویسندگان

چکیده

In this paper, an improved empirical formula modeling method using neuro-space mapping (Neuro-SM) for coupled microstrip lines is proposed. Empirical formulas with correction values are used the coarse model, avoiding a slow trial-and-error process. The proposed model uses neural networks (MNNs), including both geometric variables and frequency to improve accuracy fewer variables. Additionally, advanced incorporating simple sensitivity analysis expressions into training process accelerate optimization experimental results show that its structure effective can accurately reflect performance of lines. more compatible than models in existing simulation software.

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ژورنال

عنوان ژورنال: Micromachines

سال: 2023

ISSN: ['2072-666X']

DOI: https://doi.org/10.3390/mi14081600