Surrogate-based miniaturization-oriented design of two-section branch-line couplers

P. Kurgan, S. Koziel, J. Bandler
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引用次数: 5

Abstract

A novel methodology for miniaturization-oriented design of a class of wideband branch-line couplers is proposed. The initial design is chosen from a family of optimized circuits that feature a simplified two-section topology. Compact size of the coupler is attained by using quasi-periodic slow-wave structures instead of conventional lines. Our approach explicitly aims at circuit size reduction by adjusting the number of elements within the recurrent slow-wave structure and its designable parameters to reach the smallest coupler layout possible. This is achieved at a low cost by exploiting a surrogate-based optimization (SBO) process with the underlying model of the recurrent slow-wave structure composed of multiple response surface approximations (RSAs). The SBO scheme incorporates adaptively adjusted design specifications to converge in just two iterations. A rapid fine-tuning procedure is applied to account for T-junction effects omitted during the design process. Our methodology is illustrated through a numerical example supported by experimental verification.
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基于代理的两段支路耦合器小型化设计
提出了一种面向小型化设计的新型宽带支路耦合器设计方法。最初的设计是从一系列优化电路中选择的,这些电路具有简化的两段拓扑结构。采用准周期慢波结构代替传统的线路,实现了耦合器的紧凑尺寸。我们的方法明确旨在通过调整循环慢波结构内的元件数量及其可设计参数来减小电路尺寸,以达到尽可能小的耦合器布局。通过利用由多个响应面近似(RSAs)组成的循环慢波结构的底层模型,利用基于代理的优化(SBO)过程以低成本实现了这一目标。SBO方案结合了自适应调整的设计规范,仅在两次迭代中收敛。采用快速微调程序来考虑在设计过程中忽略的t结效应。通过一个数值算例说明了我们的方法,并进行了实验验证。
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