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Computer -aided tuning and design of microwave circuits using fuzzy logic.

机译:利用模糊逻辑对微波电路进行计算机辅助调谐和设计。

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摘要

This dissertation introduces, for the first time, the application of Fuzzy Logic Systems (FLS) to the tuning and design of microwave filters. Fuzzy logic deals with artificial intelligence (AI), and can bring human intelligence into problems in a systematic way. Several different algorithms are proposed based on Fuzzy Logic for tuning and design of microwave circuits. The methods take advantage of the ability of Fuzzy Logic systems to incorporate numerical information and linguistic (expert) information, as well as the ability of Fuzzy Logic systems to act as function approximators.;A method to show the ability of capturing human expertise in the form of fuzzy logic controllers is proposed and applied in tuning of 4-pole Chebyshev filters. Moreover, a unique method for microwave filter tuning based on linguistic rules extracted from an expert is developed. The method employs two types of fuzzy controllers, one based on phase response for coarse tuning and the other based on the magnitude response for fine-tuning. This method is shown experimentally for tuning 7-pole and 3-pole Chebyshev iris-coupled waveguide filters by designing a totally automated hardware/software interface. The interface includes high resolution smart motors, custom designed flexible couplings to transfer the motion from the motor shafts to the tuning screws, flexible mounting plates to mount and position the motors, and programming for communication between VNA, PC and motors using GPIB card and serial port.;The theoretical and experimental results given in this thesis verify the validity of the proposed concepts. The thesis has been a pioneer in applying Fuzzy Logic techniques to the tuning and design of microwave circuits.;One of the most interesting applications of FLS is extracting human expert knowledge in the process of post-production tuning of microwave filters, and thus making an automated filter tuning system based on expert rules. Tuning of complex microwave structures have been always a challenge in the microwave engineering area. Fuzzy Logic Systems (FLS) and controllers are found as great means to circumvent this challenge. Promising results for tuning 4-pole chebyshev and 8-pole elliptic filters are obtained for both slightly detuned and highly detuned cases. More robust fuzzy systems based on numerical data are developed using Sugeno type fuzzy logic systems and subtractive clustering to work for both cases of slightly detuned and highly detuned filters at the same time. The FLS techniques are also successfully applied to the design of microwave circuits including couplers, 3-pole and 6-pole filters. The approach could be considered a fast and efficient synthesis method.
机译:本文首次介绍了模糊逻辑系统在微波滤波器的调谐和设计中的应用。模糊逻辑处理人工智能(AI),并且可以系统地将人类智能引入问题。针对微波电路的调谐和设计,提出了几种基于模糊逻辑的算法。这些方法利用了模糊逻辑系统结合数值信息和语言学(专家)信息的能力,以及模糊逻辑系统充当函数逼近器的能力。提出了一种模糊逻辑控制器的形式,并将其应用于四极切比雪夫滤波器的调谐。此外,还开发了一种基于从专家那里提取的语言规则进行微波滤波器调谐的独特方法。该方法使用两种类型的模糊控制器,一种基于相位响应进行粗调,另一种基于幅度响应进行微调。通过设计一个完全自动化的硬件/软件接口,实验证明了该方法可用于调谐7极和3极切比雪夫虹膜耦合波导滤波器。该接口包括高分辨率智能电动机,定制设计的挠性联轴器,用于将运动从电动机轴传递到调整螺钉;挠性安装板,用于安装和定位电动机;以及使用GPIB卡和串行接口进行VNA,PC和电动机之间的通信编程本文给出的理论和实验结果验证了所提出概念的有效性。论文是将模糊逻辑技术应用于微波电路的调谐和设计的先驱。; FLS的最有趣的应用之一是在微波滤波器的后期生产调谐过程中提取人类专业知识,从而使微波滤波器的生产成为可能。基于专家规则的自动滤波器调整系统。在微波工程领域,复杂微波结构的调谐一直是一个挑战。模糊逻辑系统(FLS)和控制器被认为是规避这一挑战的绝佳手段。对于轻微失谐和高度失谐的情况,获得调谐4极切比雪夫和8极椭圆滤波器的理想结果。使用Sugeno型模糊逻辑系统和减法聚类,开发了基于数值数据的更强大的模糊系统,以同时适用于轻微失谐和高度失谐的滤波器。 FLS技术还成功地应用于微波电路的设计,包括耦合器,3极和6极滤波器。该方法可以被认为是一种快速有效的合成方法。

著录项

  • 作者

    Miraftab, Vahid.;

  • 作者单位

    University of Waterloo (Canada).;

  • 授予单位 University of Waterloo (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2006
  • 页码 150 p.
  • 总页数 150
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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