ANN ADAPTIVE BEAMFORMING FOR ONE-DIMENSIONAL ANTENNA ARRAYS

R. Ghayoula; N. Fadlallah; A. Gharsallah; M. Rammal

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ANN ADAPTIVE BEAMFORMING FOR ONE-DIMENSIONAL ANTENNA ARRAYS

机译：一维天线阵列的神经网络自适应波束形成

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This paper presents an alternative method of adaptive beamforming based on back-propagation algorithm for synthesis of one-dimensional antenna arrays with the prescribed one main-lobe. This synthesis method allows us to impose constraints on phase's excitation coefficients for preferable implementation in practice using digital phase shifters. Successful applications show that the approach can be used as a general tool for pattern synthesis of antenna arrays. To verify the performances of the proposed technique, an 8-element array has been simulated for various types of beam configurations.

机译：本文提出了一种基于反向传播算法的自适应波束形成方法，用于合成具有规定主瓣的一维天线阵列。这种综合方法使我们可以对相位的励磁系数施加约束，以便在实践中使用数字移相器更好地实现。成功的应用表明，该方法可以用作天线阵列方向图合成的通用工具。为了验证所提出技术的性能，已经针对各种类型的光束配置模拟了8元素阵列。

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来源
《The mediterranean journal of electronics and communications》 |2016年第4期|149-154|共6页
作者
R. Ghayoula; N. Fadlallah; A. Gharsallah; M. Rammal;
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作者单位

Laboratoire de physique de la matière molle, Faculté des Sciences de Tunis, Tunisie;

Equipe RADICOM, Institut Universitaire de Technologie de Saida, Université de Liban, Liban;

Laboratoire de physique de la matière molle, Faculté des Sciences de Tunis, Tunisie;

Equipe RADICOM, Institut Universitaire de Technologie de Saida, Université de Liban, Liban;

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正文语种 eng
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关键词
One-Dimensional Antenna Array; Neural Network; Back-Propagation Algorithm; Synthesis Method;

机译：一维天线阵列;神经网络;反向传播算法;合成方法;

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1. Adaptive Antenna Null Broadening Beamforming against Array Calibration Error Based on Adaptive Variable Diagonal Loading [J] . Li Wenxing, Zhao Yu, Ye Qiubo, International journal of antennas and propagation . 2017,第PTa4期

机译：基于自适应可变对角线载荷的阵列零误差自适应天线零扩展波束形成
2. Robust Adaptive Beamforming based on Automatic Variable Loading in Array Antenna [J] . Yang Bin, Li Wenxing, Li Yuanyuan, Applied Computational Electromagnetics Society journal . 2021,第7期

机译：基于阵列天线自动变量加载的鲁棒自适应波束成形
3. Study the Behavioral Change in Adaptive Beamforming of Smart Antenna Array Using LMS and RLS Algorithms [J] . Somnath Patra, Nisha Nandni, Abhishek Kumar International Journal of Engineering Trends and Technology . 2014,第7期

机译：利用LMS和RLS算法研究智能天线阵列自适应波束形成的行为变化。
4. Adaptive-adaptive beamforming algorithm of planar array based on one-dimensional auxiliary beam [C] . 3rd International Congress on Image and Signal Processing . 2010

机译：基于一维辅助波束的平面阵列自适应波束形成算法
5. Adaptive antenna array beamforming and power management with antenna element selection. [D] . Abazari Aghdam, Sajjad. 2016

机译：具有天线元件选择功能的自适应天线阵列波束成形和功率管理。
6. Neuroevolution-Based Adaptive Antenna Array Beamforming Scheme to Improve the V2V Communication Performance at Intersections [O] . Hojin Kang Kim, Raimundo Becerra, Sandy Bolufé, 2021

机译：基于神经发展的自适应天线阵列波束形成方案以提高交叉点的V2V通信性能
7. Adaptive Antenna Null Broadening Beamforming against Array Calibration Error Based on Adaptive Variable Diagonal Loading [O] . Wenxing Li, Yu Zhao, Qiubo Ye, 2017

机译：基于自适应变量对角线加载的自适应天线空宽波束成形对阵列校准误差

ANN ADAPTIVE BEAMFORMING FOR ONE-DIMENSIONAL ANTENNA ARRAYS

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