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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Bibliographic Details
Main Authors: Hyunjae Lee, Eun Young Seo, Hyosang Ju, Sang-Hyo Kim
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/22/5/496