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Advanced electromagnetic system analysis for microwave inverse and design problems.

机译:针对微波逆向和设计问题的高级电磁系统分析。

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摘要

This thesis contributes significantly to the advancement of the response sensitivity analysis with time-domain electromagnetic (EM) solvers. The proposed self-adjoint sensitivity approaches achieve unprecedented computational efficiency. The response Jacobians are computed as a simple post-process of the field solution and the approaches can be applied with any commercial time-domain solver. The proposed sensitivity solvers are a breakthrough in the sensitivity analysis of high-frequency structures since they can be implemented as standalone software or plug-in for EM simulators. The goal is to aid the solution of microwave design and inverse problems.;However, no extra system analysis is needed with the self-adjoint sensitivity analysis methods. Both the responses and their Jacobian are obtained through a single system analysis. In this thesis, two self-adjoint sensitivity solvers are introduced. They are based on a self-adjoint formulation which eliminates the need to perform adjoint system analysis. The first sensitivity solver is based on a self-adjoint formula which operates on the time waveforms of the field solution. Three different approaches associated with this sensitivity solver have been presented. The first approach adopts the staggered grid of the finite-difference time-domain (FDTD) simulation. We refer it as the. original self-!1djoint approach. The second approach is the efficient coarse-grid approach. It uses a coarse independent FD grid whose step size can be many times larger than that of the FDTD simulation. The third approach is the accurate central-node approach. It uses a central-node grid whose field components are collocated in the center of the traditional Yee cell.;The second self-adjoint sensitivity solver is based on a spectral sensitivity formula which operates on the spectral components of the E-field instead of its time waveforms. This is a memory efficient wideband sensitivity solver. It overcomes the . drawback associated with our first sensitivity solver whose memory requirements may become excessive when the number of the perturbation grid points is very large. The spectral approach reduces the memory requirements roughly from Gigabytes to Megabytes. The focus of this approach is on microwave imaging applications where our first sensitivity solver is inapplicable due to the excessive memory requirements. The proposed sensitivity solver is also well suited for microwave design problems.;The proposed self-adjoint sensitivity solvers in this thesis are verified by numerous examples. They are milestones in sensitivity' analysis because they have finally made EM simulation-based optimization feasible.;The sensitivity information is crucial in engineering problems such as gradient-based optimization, yield and tolerance analyses. However, due to the lack of robust algorithms, commercial EM simulators provide only specific engineering responses not their sensitivities (or derivatives with respect to certain system parameters). The sensitivities are typically obtained by response-level finite difference (FD) approximations or parameter sweeps. For each design parameter of interest, at least one additional full-wave analysis is performed. Such approaches can easily become prohibitively slow when the number of design parameters is large.
机译:本文为时域电磁(EM)求解器的响应灵敏度分析的发展做出了重要贡献。提出的自伴灵敏度方法实现了前所未有的计算效率。雅可比响应作为现场解决方案的简单后处理进行计算,并且该方法可与任何商用时域求解器一起使用。所提出的灵敏度求解器是高频结构灵敏度分析的一项突破,因为它们可以作为独立软件或用于EM仿真器的插件来实现。目的是帮助解决微波设计和反问题。但是,自伴灵敏度分析方法不需要额外的系统分析。响应及其雅可比行列式都是通过单个系统分析获得的。本文介绍了两个自伴灵敏度求解器。它们基于自伴随公式,无需执行伴随系统分析。第一灵敏度求解器基于对场解的时间波形进行运算的自伴随公式。已经提出了与该灵敏度求解器相关的三种不同方法。第一种方法采用有限差分时域(FDTD)模拟的交错网格。我们称它为。原始的自我!1d联合方法。第二种方法是有效的粗网格方法。它使用一个粗略的独立FD网格,其步长可以比FDTD仿真的步长大很多倍。第三种方法是精确的中心节点方法。它使用一个中心节点网格,其场分量位于传统Yee单元的中心。;第二个自伴灵敏度求解器基于光谱灵敏度公式,该公式对E场的频谱分量进行运算而不是其时间波形。这是一种高效存储的宽带灵敏度求解器。它克服了。我们的第一个灵敏度求解器的缺点是,当扰动网格点的数量很大时,其内存需求可能会变得过多。频谱方法将内存需求大致从千兆字节减少到兆字节。这种方法的重点是在微波成像应用中,由于过多的内存需求,我们的第一个灵敏度求解器不适用。所提出的灵敏度求解器也很适合微波设计问题。本文通过大量实例验证了本文提出的自伴灵敏度求解器。它们是灵敏度分析的里程碑,因为它们最终使基于EM仿真的优化变得可行。;灵敏度信息在工程问题中至关重要,例如基于梯度的优化,良率和公差分析。但是,由于缺乏健壮的算法,商用EM仿真器仅提供特定的工程响应,而不提供其灵敏度(或某些系统参数的导数)。灵敏度通常是通过响应级有限差分(FD)近似值或参数扫描获得的。对于每个感兴趣的设计参数,至少执行一个附加的全波分析。当设计参数的数量很大时,此类方法很容易变得过慢。

著录项

  • 作者

    Song, Yunpeng.;

  • 作者单位

    McMaster University (Canada).;

  • 授予单位 McMaster University (Canada).;
  • 学科 Engineering Electronics and Electrical.;Computer Science.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 161 p.
  • 总页数 161
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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