Deep Networks for Direction of Arrival Estimation With Sparse Prior in Low SNR

This work introduces direction of arrival (DOA) estimation considering the sparsity prior in the low signal to noise ratio (SNR) using deep learning (DL). The sparsity of the representation can be prompted to realize super-resolution DOA estimation of the spatial spectrum. The undersampled noisy lin...

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Bibliographic Details
Main Author: Yanhua Qin
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10115420/