基于人工智能算法的测向阵列布局优化技术

Ruiqi Sun, Xuefeng Zhang, Lei Guo, Tianbo Liu, Bing Ren, Yuanyuan Zhu
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引用次数: 0

摘要

本文针对侦察设备中DF天线阵的单元布置问题,结合侦察设备高速运动的特点和设备的外形尺寸,提出了一种测向阵布置的优化方法。根据测向精度与阵列单元位置参数的关系,将测向装置天线阵列布局问题转化为阵列单元位置参数优化的凸优化问题。在建模的基础上,根据技术方案的要求设置凸优化问题的权值,通过优化得到最合理的天线布局位置。该优化方法可以使测向精度尽可能接近精度下限,且不需要复杂的实验工作。该方法易于实现,适合工程应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Direction-finding array layout optimization technology based on artificial intelligence algorithm
In this paper, aiming at the problem of element arrangement of DF antenna array in reconnaissance equipment, combined with the characteristics of high-speed movement and shape and size of the device, an optimization method of direction finding array arrangement is proposed. According to the relationship between the direction finding accuracy and the position parameters of the array elements, the antenna array layout problem of the direction finding device is transformed into a convex optimization problem about the optimization of the array element position parameters. On the basis of modeling, the weight of convex optimization problem is set according to the requirements of technical scheme, and the most reasonable antenna layout position is obtained through optimization. The optimization method can make the direction finding accuracy close to the lower limit of accuracy as far as possible, and it does not need complicated experimental work. It is easy to realize and is suitable for engineering application.
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