ScholarLens Back to search
2023•Unpublished venueRequires access

Three-Dimensional Direction of Arrival Estimation of Sources in Impulsive Noise Environments

Dong Chen, Shikai Qi, Jun He, Huicheng Xie, Qin Xu

Open publisher page 0 citations

Abstract

In Impulsive noise environments, the three-dimensional multiple signal classification (3D-MUSIC) algorithm would lose robustness to 3D direction of arrival (DOA) estimation of sources. In this paper, the correntropy-based correlation and correntropy-based operator replace the uniform circular array covariance matrix of 3D-MUSIC, respectively, which achieves 3D-DOA estimation in impulsive noise environments. The simulations indicate that the two proposed methods are effective.

About this research paper

What this paper is about

In Impulsive noise environments, the three-dimensional multiple signal classification (3D-MUSIC) algorithm would lose robustness to 3D direction of arrival (DOA) estimation of sources. In this paper, the correntropy-based correlation and correntropy-based operator replace the uniform circular array covariance matrix of 3D-MUSIC, respectively, which achieves 3D-DOA estimation in impulsive noise environments. The simulations indicate that the two proposed methods are effective.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

In Impulsive noise environments, the three-dimensional multiple signal classification (3D-MUSIC) algorithm would lose robustness to 3D direction of arrival (DOA) estimation of sources. In this paper, the correntropy-based correlation and correntropy-based operator replace the uniform circular array covariance matrix of 3D-MUSIC, respectively, which achieves 3D-DOA estimation in impulsive noise environments. The simulations indicate that the two proposed methods are effective.

Key concepts: Direction of arrival, Covariance matrix, Robustness (evolution), Computer science, Covariance, Multiple signal classification, Noise (video), Algorithm

Related papers

Related paper 1Related paper 2Related paper 3
Back to paper searchBrowse research topicsOriginal source
Three-Dimensional Direction of Arrival Estimation of Sources in Impulsive Noise Environments — Research Paper | ScholarLens