Performance analysis of deep neural networks for direction of arrival estimation of multiple sources

Abstract Recently, popular machine learning algorithms have successfully been applied to the direction of arrival (DOA) estimation. An implementation of determination of DOA estimation is presented based on deep neural networks (DNNs) to reduce the computational complexity of traditional superresolu...

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Bibliographic Details
Main Authors: Min Chen, Xingpeng Mao, Xiuhong Wang
Format: Article
Language:English
Published: Hindawi-IET 2023-03-01
Series:IET Signal Processing
Subjects:
Online Access:https://doi.org/10.1049/sil2.12178