Worcester Polytechnic Institute Electronic Theses and Dissertations Collection

Title page for ETD etd-0113103-121206


Document Typethesis
Author NameMurphy, Ethan Kane
Email Address ekane31 at hotmail.com
URNetd-0113103-121206
TitleRadial-Basis-Function Neural Network Optimization of Microwave Systems
DegreeMS
DepartmentMathematical Sciences
Advisors
  • Vadim Y akovlev, Advisor
  • Homer Walker, Department Head
  • Keywords
  • optimization technique
  • Microwave systems
  • neural networks
  • QuickWave 3D
  • Date of Presentation/Defense2002-12-13
    Availability unrestricted

    Abstract

    An original approach in microwave optimization, namely, a neural network procedure combined with the full-wave 3D electromagnetic simulator QuickWave-3D implemented a conformal FDTD method, is presented. The radial-basis-function network is trained by simulated frequency characteristics of S-parameters and geometric data of the corresponding system. High accuracy and computational efficiency of the procedure is illustrated for a waveguide bend, waveguide T-junction with a post, and a slotted waveguide as a radiating element.

    Files
  • emurphy.pdf

  • Browse by Author | Browse by Department | Search all available ETDs

    [WPI] [Library] [Home] [Top]

    Questions? Email etd-questions@wpi.edu
    Maintained by webmaster@wpi.edu