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ADMM-based array antenna synthesis algorithm with reconfigurable pattern element selection

机译:基于ADMM的阵列天线合成算法,具有可重新配置的模式元素选择

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摘要

The paper considers the array beam pattern synthesis (BPS) problem with reconfigurable pattern elements (RPE). Both the array weight and the array pattern are optimized, which further suppresses the peak sidelobe level (PSLL) compared with the fixed pattern array. For the array pattern optimization, the conventional selecting of appropriate N elements from K radiation patterns requires to evaluate all possible K~N choices, resulting in the non-deterministic polynomial-hard RPE selection problem. In this work, this problem is solved through investigating different element pattern combinations with randomly arranged pattern locations. In such way, the possible solutions to the RPE selection problem has an overall choices of C_(N+K-1)~(K-1)= (N+K-1)!/N!(K-1)!, which extremely shrinks the solution space. An algorithm with the RPE selection and array weight optimization is proposed for the BPS problem. Furthermore, the alterative direction method of multipliers (ADMM) framework is introduced to accelerate the computation speed. The proposed algorithm provides an effective scheme for generating appropriate RPE combinations for PSLL suppression, resulting in a wider-angular scanning ability for array antenna. Simulation results demonstrate 0 dB to 4 dB lower PSLL can be obtained compared with the algorithms based on the fixed element pattern.
机译:本文认为阵列波束图案合成(BPS)问题与可重新配置的图案元素(RPE)。与固定图案阵列相比,优化阵列权重和阵列模式都是优化的,这进一步抑制了峰值Sidelobe电平(PSL1)。对于阵列模式优化,来自K辐射模式的传统选择适当的N个元素需要评估所有可能的K〜N选择,导致非确定性多项式硬RPE选择问题。在这项工作中,通过研究随机排列的图案位置来研究不同的元素模式组合来解决这个问题。以这种方式,RPE选择问题的可能解决方案具有C_(n + k-1)〜(k-1)=(n + k-1)的整体选择!/ n!(k-1)!,这极大地缩小了解决方案空间。提出了一种用于BPS问题的RPE选择和阵列权重优化的算法。此外,引入了乘法器(ADMM)框架的改变方向方法以加速计算速度。该算法提供了一种有效的方案,用于产生适当的RPE组合的PSLL抑制,导致阵列天线的更宽角扫描能力。仿真结果证明了0dB至4dB,与基于固定元素图案的算法相比,可以获得下部PSLL。

著录项

  • 来源
    《Signal processing》 |2021年第9期|108099.1-108099.10|共10页
  • 作者单位

    University of Electronic Science and Technology of China Chengdu Sichuan 611731 China;

    University of Electronic Science and Technology of China Chengdu Sichuan 611731 China;

    University of Electronic Science and Technology of China Chengdu Sichuan 611731 China;

    University of Electronic Science and Technology of China Chengdu Sichuan 611731 China;

    University of Electronic Science and Technology of China Chengdu Sichuan 611731 China;

    University of Electronic Science and Technology of China Chengdu Sichuan 611731 China;

    University of Electronic Science and Technology of China Chengdu Sichuan 611731 China;

    Global Vision Media Technology Co. Ltd. Beijing 100043 China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Alternative direction method of multipliers (ADMM); Array antenna; Pattern synthesis; Reconfigurable element pattern;

    机译:乘法器(ADMM)的替代方向方法;阵列天线;模式合成;可重新配置的元素模式;

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