基于神经网络的微带贴片天线设计

V. Kushwah, G. Tomar
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引用次数: 16

摘要

本文介绍了利用人工神经网络对矩形贴片几何结构进行微带天线的总体设计。本设计包括在正面综合,然后作为反面分析问题。在这项工作中,神经网络被用作微带天线设计的工具。利用神经网络训练算法对样本进行训练,使误差最小化,并在选择的频带内获得高精度的几何尺寸。
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Design of Microstrip Patch Antennas Using Neural Network
This paper presents the general design of microstrip antennas using artificial neural networks for rectangular patch geometry. The design consists of synthesis in the forward side and then analyzed as the reverse side of the problem. In this work, the neural network is employed as a tool in design of microstrip antennas. The Neural network Training algorithms are used in simulation of results for training the samples to minimize the error and to obtain the geometric dimensions with high accuracy for selective band of frequencies.
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