Cargando…
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...
Autores principales: | Lee, Hyunjae, Seo, Eun Young, Ju, Hyosang, Kim, Sang-Hyo |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516978/ https://www.ncbi.nlm.nih.gov/pubmed/33286269 http://dx.doi.org/10.3390/e22050496 |
Ejemplares similares
-
Reinforcement Learning for Bit-Flipping Decoding of Polar Codes
por: Wang, Xiumin, et al.
Publicado: (2021) -
Low complexity symmetric-coded based sphere decoding for low-rate polar codes
por: Liu, Yuanbo, et al.
Publicado: (2023) -
Intelligent Path-Selection-Aided Decoding of Polar Codes
por: Cui, Hongji, et al.
Publicado: (2023) -
Improved Adaptive Successive Cancellation List Decoding of Polar Codes
por: Wang, Xiumin, et al.
Publicado: (2019) -
Higher-Order Belief Propagation Correction Decoder for Polar Codes
por: Zhang, Meng, et al.
Publicado: (2022)