Microstrip Patch Antenna Design Using a Four-Layer Feed Forward Artificial Neural Network Trained by Levenberg-Marquardt Algorithm

Microstrip Patch Antenna Design Using a Four-Layer Feed Forward Artificial Neural Network Trained by Levenberg-Marquardt Algorithm

This study proposes an efficient Artificial Neural Network (ANN) model for predicting the dimensions and feed point of microstrip patch antennas with three types of geometrical shape. The geometrical shapes investigated are square, triangular, and trapezoidal. Initially, the dimensions of these patc...

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Bibliographic Details
Main Authors: Jitu Prakash Dhar, Maodudul Hasan, Eisuke Nishiyama, Ichihiko Toyoda
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Activation function
antenna dimensions
feed point
feed-forward ANN
hidden layer
LM algorithm
Online Access:https://ieeexplore.ieee.org/document/10937378/
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