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 …

In this paper, we propose a novel artificial intelligence (AI) based adaptive polar coding
scheme that adapts to various channel conditions and quality of service requirements. To …

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 …

Due to the increasing number of users in the communication systems, efficient spectrum
usage, high-speed data transfer, and better error performance became a ne cessity …

Polar codes, with low encoding/decoding complexity and capacity-achieving potential, have
drawn much attention recently. It is very critical to study the impact of fading on polar codes …

In this paper, we put forth a novel class of pre-transformed polar codes, called as “deep-
polar codes.” Encoding of deep-polar codes involves a series of multi-layered polar …

In this paper, we model nested polar code construction as a Markov decision process
(MDP), and tackle it with advanced reinforcement learning (RL) techniques. First, an MDP …

How to efficiently rank the reliability order of the channels is critical for polar code
construction. A new polar code construction framework tailored to a given decoding …

In previous papers, decoding schemes which did not use machine learning considered
additive white Gaussian noise or memoryless impulse noise. The decoding methods …

Polar code is the first capacity-achieving channel coding scheme which has been selected
for the next generation of wireless communication standard (5G). However, the traditional …