作者
Hang Zheng, Zhiguo Shi, Chengwei Zhou, André LF de Almeida
发表日期
2023/3/30
期刊
IEEE Transactions on Aerospace and Electronic Systems
卷号
59
期号
5
页码范围
5472-5486
出版商
IEEE
简介
Sparse array direction-of-arrival (DOA) estimation using tensor model has been developed to handle multidimensional sub-Nyquist sampled signals. Furthermore, augmented virtual arrays can be derived for Nyquist-matched coarray tensor processing. However, the partially augmentable sparse array corresponds to a discontinuous virtual array, whereas the existing methods can only utilize its continuous part. Conventional virtual linear array interpolation techniques complete coarray covariance matrices with dispersed missing elements, but fail to complete the coarray tensor with whole missing slices. In this article, we propose a coarray tensor completion algorithm for 2-D DOA estimation, where the coarray tensor statistics can be entirely exploited. In particular, in order to impose an effective low-rank regularization on the slice-missing coarray tensor, we propose shift dimensional augmenting and coarray tensor …
引用总数
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H Zheng, Z Shi, C Zhou, ALF de Almeida - IEEE Transactions on Aerospace and Electronic …, 2023