Title :
Designing rectangular patch antenna using the neurospectral method
Author :
Mishra, Rabindra K. ; Patnaik, Amalendu
Author_Institution :
Dept. of Electron. Sci., Berhampur Univ., India
Abstract :
This paper presents a new method for developing computer-aided design (CAD) models, using spectral domain (SD) formulation. Using the artificial neural network (ANN) technique, a combination of continuous function and delta functions constitutes the spectral domain Green´s functions. We obtain closed-form formulas for integration involving these equations. Another neural network relates different antenna parameters. Utilizing the reverse modeling for patch dimension determination, it becomes useful as a CAD model for patch antenna design. Designs, of simple rectangular patch antennas, serve as illustration of this method.
Keywords :
CAD; Green´s function methods; electrical engineering computing; integration; microstrip antennas; neural nets; spectral-domain analysis; ANN; CAD models; antenna parameters; artificial neural network; closed-form formulas; computer-aided design models; continuous function; delta functions; integration; neurospectral method; patch dimension determination; rectangular patch antenna design; reverse modeling; spectral domain; spectral domain Green´s functions; Artificial neural networks; Design automation; Design optimization; Dielectric substrates; Frequency; Microstrip antennas; Neural networks; Patch antennas; Permeability; Permittivity;
Journal_Title :
Antennas and Propagation, IEEE Transactions on
DOI :
10.1109/TAP.2003.814748