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Algorithm on High Resolution DOA Estimation without Sources Number
一种未知信源数的高分辨DOA估计算法

Keywords: Super resolution,DOA estimation,Sources number estimation,EVD
超分辨
,波达方向估计,信源数估计,特征值分解,信源数,高分辨,估计算法,Number,Sources,DOA,Estimation,High,Resolution,鲁棒性,比较,性能分析,算机仿真,实测数据,实验数据,MUSIC,Capon,综合,分辨能力,情况,时变环境,特征值分解

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Abstract:

Many of the super resolution DOA(Direction-Of-Arrival) estimation algorithms presume the number of signal sources. Since the sample snapshot is limited, however, the available algorithms on source number estimation may fail at lower SNR. In this paper, a novel algorithm for high resolution DOA estimation is proposed, which not only skips sources number estimation and EVD, but also behaves satisfactorily with a few snapshot, it may be viewed as a combination of merit of conventional Capon and MUSIC method. The algorithm’s feasibility and robustness are analyzed and verified by the simulation and actual experiment data.

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