Improved Recurrent Neural Network based BP Decoding Algorithm for Polar Codes

In recent years, the emerging Deep Learning (DL) technology has made progress in the field of decoding. Current polar code neural network decoder has faster convergence speed and better Bit Error Rate (BER) performance than Belief Propagation (BP) decoding. However, it still has the problem of high...

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Bibliographic Details
Main Authors: Xue-lu DENG, Da-qin PENG
Format: Article
Language:zho
Published: 《光通信研究》编辑部 2022-08-01
Series:Guangtongxin yanjiu
Subjects:
Online Access:http://www.gtxyj.com.cn/thesisDetails#10.13756/j.gtxyj.2022.04.004&lang=zh