利用Toeplitz逼近互相关矩阵估计GPS信号的到达方向

Zhigang Su, D. Lu, Yingning Peng, Ping Li, R. Wu
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引用次数: 3

摘要

在全球定位系统(GPS)中,自适应波束形成是同时增强期望信号和抑制干扰的有效方法。然而,所需信号的到达方向(DOA)作为先验信息是必需的。由于GPS信号的信噪比很低,其DOA估计是一个具有挑战性的问题。本文提出了一种Toeplitz逼近互相关矩阵的预处理方法。矩阵Toeplitz近似恢复Toeplitz结构,并利用近似矩阵通过MUSIC方法获得更高的精度估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Direction of arrival estimation for GPS signal via Toeplitz approximating the cross-correlation matrix
In Global Positioning System (GPS), adaptive beamforming is an effective method for enhancing the desired signal and suppressing interferences simultaneously. The direction-of- arrival (DOA) of the desired signal, however, as a priori information, is required. Due to very lower signal-to-noise ratio for GPS signal, the DOA estimation is a challenge problem. In this paper, a preprocess is presented which Toeplitz approximates the cross-correlation (CC) matrix. The matrix Toeplitz approximation recovers the Toeplitz structure, and the approximated matrix is used to obtain more accuracy estimates via MUSIC method.
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