利用有源寄生天线 (APA) 阵列产生的寄生子空间改进到达方向估计

IF 1.7 Q2 ENGINEERING, MULTIDISCIPLINARY
Rabah Abduljabbar Jasem
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引用次数: 0

摘要

本作品将研究当接收信号撞击有源-寄生天线(APA)阵列时,如何改进到达方向(DOA)估计。APA 阵列由几个有源天线和其他寄生天线组成。在有源元件的负载终端测量接收信号的响应。寄生元件的终端是短路的。接收信号对寄生元件的影响,即诱导短路电流,与有源元件相互耦合。除了全有源天线接收阵列产生的传统信号子空间和噪声子空间外,APA 阵列测量值协方差矩阵的特征分解还会产生第三个子空间。这个额外的子空间,即寄生子空间,具有非常小的特征值(趋近于零)。因此,该子空间与阵列转向矩阵的列空间之间可以实现完全正交。因此,可以获得更高的 DOA 估计分辨率。本研究结合 MUSIC 算法进行了多次模拟,结果表明,无论阵列的大小、有源元件的数量或测量快照的数量如何,APA 阵列的测向性能都优于全有源天线阵列。此外,当使用寄生子空间的一个子集时,可以实现超分辨率 DOA 估计,就好像测量是无噪声的一样。此外,APA 阵列在接收信号的信噪比范围很宽时,RMSE 值都非常小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving the Direction of Arrival Estimation Using the Parasitic Subspace Generated by Active-Parasitic Antenna (APA) Arrays
The improvement in Direction of Arrival (DOA) estimation when the received signals impinge on Active-Parasitic Antenna (APA) arrays will be studied in this work. An APA array consists of several active antennas; others are parasitic antennas. The responses to the received signals are measured at the loaded terminals of the active element. The terminals of the parasitic element are shorted. The effect of the received signals on the parasites, i.e., the induced short-circuit current, is mutually coupled to the active elements. Eigen decomposition of the covariance matrix of the measurements of the APA array generates a third subspace in addition to the traditional signal and noise subspaces generated by the all-active antenna receiving array. This additional subspace, the parasitic subspace, is accompanied by very small eigenvalues (approaching zero). Hence, a complete orthogonality between this subspace and the column space of the steering matrix of the array can be obtained. As a result, better resolution in estimating the DOA can be achieved. Several simulations in conjunction with the MUSIC algorithm, which have been conducted in this work, depict that the APA array outperforms the all-active antenna array as a direction finder, regardless of the size of the array, the number of active elements, or the number of measurement snapshots. Furthermore, super-resolution DOA estimation can be achieved when a subset of the parasitic subspace is used as if the measurement were noiseless. Also, the APA array contributes to very small RMSE values over a wide range of S/N of the received signals.  
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来源期刊
Journal of Engineering
Journal of Engineering ENGINEERING, MULTIDISCIPLINARY-
CiteScore
4.20
自引率
0.00%
发文量
68
期刊介绍: Journal of Engineering is a peer-reviewed, Open Access journal that publishes original research articles as well as review articles in several areas of engineering. The subject areas covered by the journal are: - Chemical Engineering - Civil Engineering - Computer Engineering - Electrical Engineering - Industrial Engineering - Mechanical Engineering
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