DOA Estimation Using Deep Neural Network with Angular Sliding Window

DOA Estimation Using Deep Neural Network with Angular Sliding Window

Deep neural network (DNN) has shown great potential in direction-of-arrival (DOA) estimation. In high dynamic signal-to-noise (SNR) scenarios, the estimation accuracy of the weaker sources may degrade significantly due to insufficient training samples. This paper proposes a deep neural network frame...

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Bibliographic Details
Main Authors: Yang Li, Zanhu Huang, Can Liang, Liang Zhang, Yanhua Wang, Junfu Wang, Yi Zhang, Hongfen Lv
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Electronics
Subjects:
array signal processing
direction-of-arrival (DOA) estimation
deep neural network (DNN)
supervised learning
Online Access:https://www.mdpi.com/2079-9292/12/4/824

Internet

https://www.mdpi.com/2079-9292/12/4/824

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