基于人工神经网络的微带天线带宽计算

V. Thakare, P. Singhal, K. Das
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引用次数: 12

摘要

提出了一种用于谐振微带天线带宽计算的人工神经网络。网络训练数据使用IE3D电磁模拟器生成。介绍了一种嵌入式馈电矩形微带贴片天线。对于带宽计算,首选前馈网络结构。将网络的结果与IE3D模拟器的数据进行了比较,结果与模拟器的结果吻合较好。
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Calculation of Microstrip antenna bandwidth using Artificial Neural Network
An artificial neural network has been developed for the calculation of bandwidth of resonant microstrip antenna. The network training data is generated using IE3D an electromagnetic simulator. An example of inset feed rectangular microstrip patch antenna is being considered. A feed forward network structure is preferred for bandwidth calculation. Results of the network are compared with the data obtained from IE3D simulator and concluded that results are in good agreement with simulator findings.
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