基于修正域修补的紧凑型微波耦合器的计算高效双目标优化

IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Metrology and Measurement Systems Pub Date : 2023-07-20 DOI:10.24425/118166
S. Koziel, A. Bekasiewicz
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引用次数: 3

摘要

在现代微波元件和电路的设计中,在各种目标之间找到可接受的折衷方案是必要的。一个主要原因是,大多数目标至少有部分冲突。对于紧凑型微波结构,设计权衡通常与电路尺寸及其电气性能有关。为了获得关于最佳可能权衡的全面信息,多目标优化是必要的,它可以识别Pareto集。本文讨论了紧凑型微带耦合器的快速多目标设计框架。我们使用序列域修补(SDP)算法对结构带宽和占地面积进行数值高效处理。通过在低保真度模型级别执行SDP来确保该过程的低成本。由于其双目标实现,SDP不能控制耦合器的功率分配误差,其值可能沿着初始Pareto集变得不可接受地高。在这里,我们提出了一个修正帕累托设计的S参数特性的程序。该方法利用了在补丁中心使用有限差分估计的功率分割梯度和带宽。梯度数据用于校正功率分配比,同时保持手头结构的操作带宽不变。校正不影响设计过程的计算成本,因为扰动是由SDP预先生成的。最终的Pareto集是在将校正的设计细化到高保真EM模型水平时获得的。使用两个紧凑型微带鼠道耦合器演示了所提出的技术。还提供了实验验证。
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COMPUTATIONALLY EFFICIENT TWO-OBJECTIVE OPTIMIZATION OF COMPACT MICROWAVE COUPLERS THROUGH CORRECTED DOMAIN PATCHING
Finding an acceptable compromise between various objectives is a necessity in the design of contemporary microwave components and circuits. A primary reason is that most objectives are at least partially conflicting. For compact microwave structures, the design trade-offs are normally related to the circuit size and its electrical performance. In order to obtain comprehensive information about the best possible tradeoffs, multi-objective optimization is necessary that leads to identifying a Pareto set. Here, a framework for fast multi-objective design of compact micro-strip couplers is discussed. We use a sequential domain patching (SDP) algorithm for numerically efficient handling of the structure bandwidth and the footprint area. Low cost of the process is ensured by executing SDP at the low-fidelity model level. Due to its biobjective implementation, SDP cannot control the power split error of the coupler, the value of which may become unacceptably high along the initial Pareto set. Here, we propose a procedure for correction of the S-parameters’ characteristics of Pareto designs. The method exploits gradients of power split and bandwidth estimated using finite differentiation at the patch centres. The gradient data are used to correct the power split ratio while leaving the operational bandwidth of the structure at hand intact. The correction does not affect the computational cost of the design process because perturbations are pre-generated by SDP. The final Pareto set is obtained upon refining the corrected designs to the high-fidelity EM model level. The proposed technique is demonstrated using two compact microstrip rat-race couplers. Experimental validation is also provided.
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来源期刊
Metrology and Measurement Systems
Metrology and Measurement Systems INSTRUMENTS & INSTRUMENTATION-
CiteScore
2.00
自引率
10.00%
发文量
0
审稿时长
6 months
期刊介绍: Contributions are invited on all aspects of the research, development and applications of the measurement science and technology. The list of topics covered includes: theory and general principles of measurement; measurement of physical, chemical and biological quantities; medical measurements; sensors and transducers; measurement data acquisition; measurement signal transmission; processing and data analysis; measurement systems and embedded systems; design, manufacture and evaluation of instruments. The average publication cycle is 6 months.
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