Neural CAD for fractal multiband antenna

Pravin Kumar, Anuradha Sonker, S. Soni
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Abstract

In the present paper a circular loop antenna based on Koch fractal geometry is designed for the multiband frequency response in the frequency range of 2-45 GHz. This band is well known for the many wireless communication band, satellite communication and microwave communication. A CAD tool based on artificial neural network (ANN) is developed for the analysis and synthesis of Koch loop fractal antenna for the multiband applications. A developed CAD ANN tool that avoids the repeated use of the simulator for the analysis and synthesis for Koch loop fractal antenna. This neural CAD is developed by the training of neural network model for Koch loop fractal antenna. The performance of the neural CAD is tested with the CST software.
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分形多波段天线的神经网络CAD
本文设计了一种基于Koch分形几何的环形天线,用于2- 45ghz频率范围内的多频段频率响应。这个频段是许多无线通信、卫星通信和微波通信中众所周知的频段。开发了一种基于人工神经网络(ANN)的多波段科氏环分形天线分析与合成CAD工具。开发了一种CAD人工神经网络工具,避免了重复使用模拟器对科赫环分形天线进行分析和合成。该神经计算机辅助设计是通过对科赫环分形天线的神经网络模型进行训练而开发的。利用CST软件对神经计算机辅助设计的性能进行了测试。
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