Polar codes decoding algorithm based on convolutional neural network

Polar codes decoding algorithm based on convolutional neural network

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In order to solve the problem that the existing Polar code decoding algorithm based on neural network can only decode short codewords (codewords length N≤64),a new decoding algorithm using convolution neural network for long codewords (N≥512) was put forward.Instead of using a fixed drawn from the d...

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Detalhes bibliográficos
Principais autores: Rui GUO, Fanchun RAN
Formato: Artigo
Idioma:zho
Publicado em: Beijing Xintong Media Co., Ltd 2020-06-01
coleção:Dianxin kexue
Assuntos:
deep learning
neural network
channel decoding
Polar code decoding
Acesso em linha:http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2020130/

Internet

http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2020130/

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