An Efficient DoA Estimation Approach for 2-D Planar Array Antennas via Axial Decomposition of Antenna Current Green’s Function

IF 3.4 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jeong-Wan Lee;Sung-Jun Yang
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Abstract

Array manifold, constructed from the received signals by incoming waves in antenna arrays, serves as a fundamental framework for characterizing electromagnetic behavior in direction finding systems. For densely arrayed 2-D planar antenna systems, strong inter-element mutual coupling distorts the array manifold, which directly degrading direction finding performance. While electromagnetic numerical techniques can be used to analyze mutual coupling effects in receiving antenna systems, large computational costs are required for 2-D array structures. This paper presents a fast reciprocal analysis method, based on a directional decomposition approach, for mutual coupling characterization of 2-D receiving antenna systems. The proposed method incorporates antenna current Green’s function theory to analyze the reciprocal property between transmit and receive modes of 2-D array antennas. Through directional decomposition, 2-D array problem is transformed into two separate 1-D array analyses, reducing computational complexity from $\mathcal {O}(M_{B}^{2}(N_{x}^{3} N_{y}^{3}))$ to $\mathcal {O}(M_{B}^{2}(N_{x}^{3} + N_{y}^{3}))$ . Building upon previous work that effectively characterized transmit-mode behavior, this study validates the directional decomposition approach in receiving modes based on reciprocity. The approach accurately predicts both receive-mode antenna current Green’s function and array manifolds while preserving mutual coupling and truncation effects. Validation is performed through direction finding scenarios. Validation through comparison with full-wave analysis demonstrates high correlation in array manifold components across all observation angles ( $\theta : -63^{\circ }$ to 63°, $\phi : -126^{\circ }$ to 126°). In direction of arrival estimation applications with various multiple-source scenarios, the method achieves angular resolution comparable to conventional full-wave analysis while reducing computation time to 0.18% of the original requirement.
基于天线电流格林函数轴向分解的二维平面阵列天线DoA估计方法
阵列流形是由天线阵列接收到的信号构成的,是表征测向系统电磁行为的基本框架。对于密集阵列的二维平面天线系统,单元间的强相互耦合会使阵列流形失真,直接影响测向性能。虽然电磁数值技术可以用于分析接收天线系统中的互耦合效应,但二维阵列结构需要大量的计算成本。本文提出了一种基于方向分解方法的二维接收天线系统互耦特性的快速互易分析方法。该方法结合天线电流格林函数理论,分析了二维阵列天线发射和接收模式的互反特性。通过方向分解,将二维阵列问题转化为两个独立的一维阵列分析,将计算复杂度从$\mathcal {O}(M_{B}^{2}(N_{x}^{3} N_{y}^{3}))$降低到$\mathcal {O}(M_{B}^{2}(N_{x}^{3} + N_{y}^{3}))$。在先前有效表征发射模式行为的工作的基础上,本研究验证了基于互易性的接收模式的方向分解方法。该方法既能准确预测接收模式天线电流格林函数,又能准确预测阵列流形,同时又能保持相互耦合和截断效应。验证通过测向场景执行。通过与全波分析的比较验证表明,在所有观测角度($\theta : -63^{\circ }$至63°,$\phi : -126^{\circ }$至126°)中,阵列流形分量具有高度相关性。在各种多源到达方向估计应用中,该方法的角分辨率可与传统的全波分析相媲美,同时将计算时间缩短至0.18% of the original requirement.
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Access
IEEE Access COMPUTER SCIENCE, INFORMATION SYSTEMSENGIN-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
9.80
自引率
7.70%
发文量
6673
审稿时长
6 weeks
期刊介绍: IEEE Access® is a multidisciplinary, open access (OA), applications-oriented, all-electronic archival journal that continuously presents the results of original research or development across all of IEEE''s fields of interest. IEEE Access will publish articles that are of high interest to readers, original, technically correct, and clearly presented. Supported by author publication charges (APC), its hallmarks are a rapid peer review and publication process with open access to all readers. Unlike IEEE''s traditional Transactions or Journals, reviews are "binary", in that reviewers will either Accept or Reject an article in the form it is submitted in order to achieve rapid turnaround. Especially encouraged are submissions on: Multidisciplinary topics, or applications-oriented articles and negative results that do not fit within the scope of IEEE''s traditional journals. Practical articles discussing new experiments or measurement techniques, interesting solutions to engineering. Development of new or improved fabrication or manufacturing techniques. Reviews or survey articles of new or evolving fields oriented to assist others in understanding the new area.
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