托普利兹矩阵
旋转不变性
算法
到达方向
协方差矩阵
秩(图论)
噪音(视频)
线性子空间
基质(化学分析)
信号子空间
信号(编程语言)
天线阵
信噪比(成像)
计算机科学
估计理论
数学
点(几何)
天线(收音机)
人工智能
电信
组合数学
图像(数学)
复合材料
材料科学
程序设计语言
纯数学
几何学
作者
Fangming Han,Xian‐Da Zhang
标识
DOI:10.1109/lawp.2005.860194
摘要
Conventionally, the approaches to coherent direction-of-arrival (DOA) estimation are to eliminate the rank loss of the spatial covariance matrix. In this letter, a new technique is presented from another point of view, which reconstructs a special antenna array model based on the Toeplitz matrix whose rank is only related to the DOA of signals and cannot be affected by the coherency between them. Therefore, the signal and noise subspaces can be estimated properly. In conjoint with the improved estimation of signal parameter via rotational invariance techniques (ESPRIT) algorithm, it is capable of resolving the DOAs of coherent signals as well as uncorrelated signals without peak searching. The numerical examples demonstrate its validity.
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