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On Training Neural Network Decoders of Rate Compatible Polar Codes via Transfer Learning

Neural network decoders (NNDs) for rate-compatible polar codes are studied in this paper. We consider a family of rate-compatible polar codes which are constructed from a single polar coding sequence as defined by 5G new radios. We propose a transfer learning technique for training multiple NNDs of...

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Detaylı Bibliyografya
Yayımlandı:Entropy (Basel)
Asıl Yazarlar: Lee, Hyunjae, Seo, Eun Young, Ju, Hyosang, Kim, Sang-Hyo
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI 2020
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516978/
https://ncbi.nlm.nih.gov/pubmed/33286269
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22050496
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