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Download Radar Deep Learning by ['Abdulrahman Qasim Almalahy'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Radar Deep Learning
( h j wij bi ) (4) j 1 The document describes a novel radar signal recognition method based on deep learning. It proposes a new model called RSRDRBM (radar signal recognition based on deep restricted Boltzmann machine) to extract feature parameters and recognize radar emitters. The RSRDRBM model is composed of multiple restricted Boltzmann machines in a hierarchical structure. Unsupervised learning is used to obtain initial parameters, which are then fine-tuned with backpropagation. Simulation results show the proposed method has strong robustness and high recognition accuracy compared to other methods.
Detailed Information
| Author: | ['Abdulrahman Qasim Almalahy'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 7 |
| Language: | English |
| Format: | |
| Price: | FREE |
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