基于竞争元启发式算法的双带组合带通滤波器性能数据库构建

IF 1.6 4区 地球科学 Q3 ASTRONOMY & ASTROPHYSICS
Radio Science Pub Date : 2025-04-01 DOI:10.1029/2024RS008142
Ahmet Uluslu;Kervendurdy Allaberdiyev
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引用次数: 0

摘要

近年来,双频带通滤波器的发展引起了人们的广泛关注,以满足无线应用和多波段无线电波的需求。在此,一个双带通三排微带、中心共振频率分别为2.5 GHz和3.0 GHz、共13个设计参数(其中6个为可变参数)的组合滤波器,借助现有的竞争性元启发式算法,成为一个单目标、多维优化设计问题。近年来已经衍生出了一些算法,并证明了它们对现有算法的成功,但尚未用于滤波器设计问题。此外,在近年来进行的另一项研究中,从已经证明成功的数学模型构建的五种不同的目标函数对中,根据相关研究结果选择了三种最成功的目标函数对,并将这些目标函数对用于滤波器并纳入研究。在整个设计优化过程中,使用了R2023B版本的滤波器工具箱,截至MATLAB R2022B版本。除了原有的目标函数外,该研究还包含了多种创新,如新的过滤器工具箱和当前的竞争性元启发式算法。在整个优化过程中,通过电磁仿真验证了最优结果。综上所述,本文提出的竞争算法对复杂、多维的滤波器设计优化应用是一种简单、快速、高效的解决方案。此外,通过改变目标函数,该方法可以快速应用于其他微波优化问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Competitive metaheuristic algorithms for building a performance database of a dual-band combline bandpass filter with microstrip connection
Dual-band bandpass filters have attracted intense attention in recent developments to meet many demands, especially wireless applications and multi-band radio wave. Here, a Combline filter in the form of a dual bandpass 3-row microstrip with a center resonance frequency of 2.5 and 3.0 GHz and a total of 13 design parameters, 6 of which are variable, has become a single-objective and multi-dimensional optimization design problem with the help of current competitive metaheuristic algorithms. Algorithms have been derived in recent years, have proven their success against existing algorithms, and have not been used in the filter design problem. In addition, in a different study conducted in recent years, among five different objective function pairs that were fabricated from mathematical models that have proven successful, the three most successful objective function pairs were selected based on the relevant study results and these objective function pairs were adapted for the filter and included in the study. Throughout this design optimization process, the filter toolbox in the R2023B version, available as of the MATLAB R2022B version, was used. In addition to the original objective function, the study includes multiple innovations such as the new filter toolbox and current competitive metaheuristic algorithms. During this entire optimization process, the most optimal results are verified by electromagnetic simulation. Considering all these results in the study, the optimization processes performed with the proposed competitive algorithms are an easy, fast and efficient solution for complex and multi-dimensional filter design optimization applications. Additionally, it can be quickly applied to other microwave optimization problems by changing the objective functions.
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来源期刊
Radio Science
Radio Science 工程技术-地球化学与地球物理
CiteScore
3.30
自引率
12.50%
发文量
112
审稿时长
1 months
期刊介绍: Radio Science (RDS) publishes original scientific contributions on radio-frequency electromagnetic-propagation and its applications. Contributions covering measurement, modelling, prediction and forecasting techniques pertinent to fields and waves - including antennas, signals and systems, the terrestrial and space environment and radio propagation problems in radio astronomy - are welcome. Contributions may address propagation through, interaction with, and remote sensing of structures, geophysical media, plasmas, and materials, as well as the application of radio frequency electromagnetic techniques to remote sensing of the Earth and other bodies in the solar system.
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