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.
منابع مشابه
A general neuro-space mapping technique for microwave device modeling
Accurate modeling of nonlinear microwave devices is critical for reliable design of microwave circuit and system. In this paper, a more general neuro-space mapping (Neuro-SM) method is proposed to fulfill the needs of the increased modeling complexity. The proposed technique retains the capability of the existing dynamic Neuro-SM in modifying the dynamic voltage relationship between the coarse ...
متن کاملEnhanced Balance Bandwidth Quadrature Coupler Using Parallel Coupled Microstrip Lines
A single stage quadrature hybrid coupler with enhanced flat balance over a wide bandwidth is presented in this article. The present coupler is realized by replacing the transmission line sections of the conventional two-branch coupler by their equivalent parallel coupled microstrip lines (PCML). The impedance controlled wide-bandpass response produced by the PCML is utilized to achieve flat bal...
متن کاملClosed-Form Asymptotic Extraction Method for Coupled Microstrip Lines - IEEE Microwave and Guided Wave Letters
The effective dielectric constants of a symmetric coupled microstrip line operating in the dominant mode are solved by using a closed-form formula of the asymptotic part of the impedance matrix elements. Using this asymptotic closedform solution, the finite upper limit for numerical integration in the evaluation of the impedance matrix elements is significantly reduced. This results in improved...
متن کاملAnalysis of Aperture Coupled Microstrip Patch Antennas with a Superstrate Using the Space Domain Closed-Form Green`s Functions
Analysis of aperture-coupled microstrip antennas with a superstrate using space domain closed form Green's functions is presented. Integral equations are derived from applying the boundary conditions on the radiating patch, across the aperture, and on the microstrip feedline. The computation of space domain green's functions is performed using the closed-form. The solution of the integral equat...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Micromachines
سال: 2023
ISSN: ['2072-666X']
DOI: https://doi.org/10.3390/mi14081600