Reinforcement Learning for Bit-Flipping Decoding of Polar Codes

A traditional successive cancellation (SC) decoding algorithm produces error propagation in the decoding process. In order to improve the SC decoding performance, it is important to solve the error propagation. In this paper, we propose a new algorithm combining reinforcement learning and SC flip (S...

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Bibliografski detalji

Glavni autori:	Xiumin Wang, Jinlong He, Jun Li, Liang Shan
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2021-01-01
Serija:	Entropy
Teme:	polar codes reinforcement learning successive cancellation bit-flipping decoding Q-learning-assisted decoding
Online pristup:	https://www.mdpi.com/1099-4300/23/2/171
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