The design of circular microstrip patch antenna by using Conjugate Gradient algorithm of ANN

机译：人工神经网络共轭梯度算法设计圆形微带贴片天线

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The paper presents the Conjugate Gradient model of Artificial Neural Network for design of circular microstrip antenna (MSA). In this model, a closed form expression is used for accurate determination of the resonant frequency of circular microstrip patch antenna. The calculated resonant frequency results are in good agreement with the experimental results reported elsewhere. The results show better agreement with the trained and tested data of ANN models. The results are verified by the experimental results to produce accurate ANN models. This presents ANN model practically as an alternative method to the detailed electromagnetic design of circular microstrip antenna.

机译：提出了一种用于圆形微带天线（MSA）设计的人工神经网络共轭梯度模型。在该模型中，使用封闭形式的表达式来精确确定圆形微带贴片天线的谐振频率。计算出的共振频率结果与其他地方报告的实验结果非常吻合。结果表明与神经网络模型的训练和测试数据更好地吻合。实验结果验证了结果，从而产生了准确的ANN模型。这实际上提出了人工神经网络模型，作为圆形微带天线详细电磁设计的替代方法。

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来源
《Applied Electromagnetics Conference (AEMC), 2011 IEEE》|2011年|p.1- 4|共4页
会议地点 Kolkata(IN)
作者
Mishra Abhilasha; Janvale Ganesh; Pawar B. V.; Patil A. J.;
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作者单位

Department of Electronics Enggineering, North Maharashtra University, Jalgaon, India;

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原文格式 PDF
正文语种 eng
中图分类通信;
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专利

1. The Design of Circular Microstrip Patch Antenna by Using Quasi-Newton Algorithm of ANN [J] . Abhilasha Mishra, Ganesh B. Janvale, Bhausaheb Vyankatrao Pawar, Journal of Electromagnetic Analysis and Applications . 2010,第7期

机译：人工神经网络拟牛顿算法设计圆形微带贴片天线
2. Application of genetic algorithm to design of sequentially rotated circularly polarised dual-feed microstrip patch antenna array [J] . B. Aljibouri, A.J. Sambell, B.S. Sharif Electronicsletters . 2008,第12期

机译：遗传算法在依次旋转圆极化双馈微带贴片天线阵列设计中的应用
3. Application of genetic algorithm to design of sequentially rotated circularly polarised dual-feed microstrip patch antenna array [J] . Aljibouri B., Sambell A.J., Sharif B.S. Electronics Letters . 2008,第12期

机译：遗传算法在依次旋转圆极化双馈微带贴片天线阵列设计中的应用
4. The design of circular microstrip patch antenna by using Conjugate Gradient algorithm of ANN [C] . Mishra Abhilasha, Janvale Ganesh, Pawar B. V., IEEE Applied Electromagnetics Conference . 2011

机译：ANN共轭梯度算法圆微带贴片天线的设计
5. Design, simulation and analysis of a low radar cross section UHF circular microstrip patch antenna and radome for United States Naval fleet broadcast applications. [D] . Morris, William Ray. 2010

机译：针对美国海军舰队广播应用的低雷达截面超高频圆形微带贴片天线和天线罩的设计，仿真和分析。
6. Quadrature transmit array design using single-feed circularly polarized patch antenna for parallel transmission in MR imaging [O] . Yong Pang, Baiying Yu, Daniel B. Vigneron, 2014

机译：使用单馈源圆极化贴片天线的正交发射阵列设计用于MR成像中的并行发射
7. The Design of Circular Microstrip Patch Antenna by Using Quasi-Newton Algorithm of ANN [O] . Bhausaheb Vyankatrao Pawar, Ganesh B. Janvale, Abhilasha Mishra, 2010

机译：人工神经网络拟牛顿算法设计圆形微带贴片天线

The design of circular microstrip patch antenna by using Conjugate Gradient algorithm of ANN

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