Channel Coding Towards 6G: Technical Overview and Outlook

M Rowshan, M Qiu, Y Xie, X Gu… - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
Channel coding plays a pivotal role in ensuring reliable communication over wireless
channels. With the growing need for ultra-reliable communication in emerging wireless use …

Artificial Intelligence for Wireless Physical-Layer Technologies (AI4PHY): A Comprehensive Survey

N Ye, S Miao, J Pan, Q Ouyang, X Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Artificial intelligence (AI) has become a promising solution for meeting the stringent
performance requirements on wireless physical layer in sixth-generation (6G) …

Perturbation-enhanced SCL decoder for polar codes

X Wang, H Zhang, J Tong, J Wang… - 2023 IEEE Globecom …, 2023 - ieeexplore.ieee.org
For polar codes, successive cancellation list (SCL) decoding algorithm significantly
improves finite-length performance over SC decoding. SCL-flip decoding can further …

Recent Advances in Deep Learning for Channel Coding: A Survey

T Matsumine, H Ochiai - arXiv preprint arXiv:2406.19664, 2024 - arxiv.org
This paper provides a comprehensive survey on recent advances in deep learning (DL)
techniques for the channel coding problems. Inspired by the recent successes of DL in a …

[PDF][PDF] 基于多目标强化学习的抗强干扰Polar 编码优化方法

梁豪, 叶淦华, 陆锐敏, 王恒, 魏鹏 - 电子与信息学报, 2023 - jeit.ac.cn
为提升跳频(FH) 通信系统信息传输的可靠性和抗干扰能力, 该文基于新型Polar
编码的慢跳频抗干扰通信系统模型, 提出一种适应强干扰环境的Polar 编码构造优化方法. 首先 …

Adaptive Perturbation Enhanced SCL Decoder for Polar Codes

X Wang, H Zhang, J Tong, J Wang, W Tong - arXiv preprint arXiv …, 2024 - arxiv.org
For polar codes, successive cancellation list (SCL) decoding algorithm significantly
improves finite-length performance compared to SC decoding. SCL-flip decoding can further …

A Simple Neural-Network-Based Decoder for Short Binary Linear Block Codes

K Hsieh, YW Lin, SI Chu, HC Chang, MY Cho - Applied Sciences, 2023 - mdpi.com
The conventional soft decision decoding (SDD) methods require various hard decision
decoders (HDDs) based on different codes or re-manipulate the generator matrix by the …

Anti-strong Jamming Polar Coding Optimization Method with Multiobjective Reinforcement Learning

H LIANG, G YE, R LU, H WANG, P WEI - 电子与信息学报, 2023 - jeit.ac.cn
In order to improve the reliability and anti-jamming ability of information transmission for the
Frequency-Hopping (FH) communication system, a Polar coding construction optimization …