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基于协方差的宽带相干线性调频信号稀疏表示测向估计。

Covariance-based direction-of-arrival estimation of wideband coherent chirp signals via sparse representation.

机构信息

College of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China.

出版信息

Sensors (Basel). 2013 Aug 29;13(9):11490-7. doi: 10.3390/s130911490.

Abstract

This paper addresses the problem of direction-of-arrival (DOA) estimation of multiple wideband coherent chirp signals, and a new method is proposed. The new method is based on signal component analysis of the array output covariance, instead of the complicated time-frequency analysis used in previous literatures, and thus is more compact and effectively avoids possible signal energy loss during the hyper-processes. Moreover, the a priori information of signal number is no longer a necessity for DOA estimation in the new method. Simulation results demonstrate the performance superiority of the new method over previous ones.

摘要

本文针对多宽带相干线性调频信号的波达方向估计问题,提出了一种新的方法。该方法基于阵列输出协方差的信号分量分析,而不是前文学文献中使用的复杂时频分析,因此更加紧凑,有效地避免了超处理过程中可能的信号能量损失。此外,新方法不再需要信号数量的先验信息来进行 DOA 估计。仿真结果表明,该方法优于前几种方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb7b/3821291/16c732e316d6/sensors-13-11490f1.jpg

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