Residual Neural Network for Direction-of-Arrival Estimation of Multiple Targets in Low SNR
In this paper, a novel direction-of-arrival (DOA) estimation method is proposed for linear arrays on the basis of residual neural network (ResNet). The real parts, imaginary parts, and phase entries of the spatial covariance matrix from the on-grid angles are used as the input of ResNet for training...
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| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2024-01-01
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| Series: | IET Signal Processing |
| Online Access: | http://dx.doi.org/10.1049/2024/4599954 |
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