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Accurate and instant frequency estimation from noisy sinusoidal waves by deep learning
We used a deep learning network to find the frequency of a noisy sinusoidal wave. A three-layer neural network was designed to extract the frequency of sinusoidal waves that had been combined with white noise at a signal-to-noise ratio of 25 dB. One hundred thousand waves were prepared for training...
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| Yayımlandı: | Nano Converg |
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| Asıl Yazarlar: | , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
Springer Singapore
2019
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6694364/ https://ncbi.nlm.nih.gov/pubmed/31414287 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40580-019-0197-y |
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