Paper Info
Direction-of-arrival estimation based on deep neural networks with robustness to array imperfections
Z Liu, C Zhang, S Philip
IEEE Transactions on Antennas and Propagation 66
(12), 7315-7327, 2018.
Reviews
From
yassendobrev, rated
5/5.
July 2, 2021.
It's an interesting paper where they use a neural network to achieve super resolution using a 10-element ULA. They use multiple spatial filters to divide the spectrum in several segments and apply a classification network to each of them separately. They didn't provide much information about the network itself, but the source code is available on GitHub.
Direction-of-arrival estimation based on deep neural networks with robustness to array imperfections
Z Liu, C Zhang, S Philip
IEEE Transactions on Antennas and Propagation 66 (12), 7315-7327, 2018.
Reviews
From
yassendobrev, rated
5/5.
July 2, 2021.
It's an interesting paper where they use a neural network to achieve super resolution using a 10-element ULA. They use multiple spatial filters to divide the spectrum in several segments and apply a classification network to each of them separately. They didn't provide much information about the network itself, but the source code is available on GitHub.