文章基本信息

标题：Wideband DOA Estimation with Interpolated Focusing KR Product Matrix
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作者：Qinghua Liu ; Liangnian Jin ; Shan OuYang 等
期刊名称：International Journal of Signal Processing, Image Processing and Pattern Recognition
印刷版ISSN：2005-4254
出版年度：2015
卷号：8
期号：3
页码：201-210
DOI：10.14257/ijsip.2015.8.3.18
出版社：SERSC
摘要：A new direction-of-arrival estimation method for uncorrelated wideband sources is proposed. Firstly, the covariance matrices of different frequency bins are transformed into higher dimensional vectors through Khatri-Rao product to produce the new models of the array outputs. Secondly, the higher dimensional noiseless signal subspace at each frequency is focused to a certain reference frequency and a single correlation matrix is constructed, where the focusing matrices are designed by interpolating the virtual steering matrices of the new model. Finally, the DOA estimates are acquired through using narrowband MUSIC method. The proposed method is able to increase the degrees of freedom of a uniform linear array and enable us to handle more sources than sensors. Numerical results demonstrate the performance of the proposed method
关键词：direction-of-arrival estimation; wideband signal; Khatri-Rao product; ; interpolated array