DOA estimation of wideband sources by sparse recovery based on uniform circle array Online publication date: Wed, 30-Sep-2020
by Jiaqi Zhen; Yanwei Wang; Yong Liu
International Journal of Embedded Systems (IJES), Vol. 13, No. 3, 2020
Abstract: The conventional direction of arrival (DOA) estimation by compressed sensing is based on wideband focusing and sparse recovery in discrete domain. The former needs high signal to noise ratio (SNR), and the latter requires the space division, or their performance will degrade seriously. Therefore, a new algorithm of wideband DOA calculation in frequency domain based on uniform circle array (UCA) is proposed, the optimisation problems are respectively disposed at each frequency, then the sparse support set is acquired by the corresponding semidefinite programming, after that DOA is calculated through fusing the data of every frequency, simultaneously the original sources can also be reconstructed. This algorithm averts the grid partition in discrete domain, and it also performs well in condition of small samples and low SNR.
Online publication date: Wed, 30-Sep-2020
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