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About Deepmusic: Multiple Signal Classification Via Deep Learning: Ahmet M. Elbir, Senior Member, Ieee
DeepMUSIC is a deep learning framework for classifying multiple signal directions using sensor arrays. It uses multiple convolutional neural networks (CNNs), each dedicated to a subregion of the angular spectrum. This addresses limitations of previous single-target approaches. DeepMUSIC partitions the angular spectrum and assumes one target per subregion. It takes the sensor covariance as input and outputs the MUSIC spectrum for each subregion, achieving better estimation accuracy and complexity than other techniques.
Detailed Information
| Author: | ['Amit'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 5 |
| Language: | English |
| Format: | |
| Price: | FREE |
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