基于星座成形的高谱效编码调制方案

doi:10.12305/j.issn.1001-506X.2021.06.28

系统工程与电子技术 ›› 2021, Vol. 43 ›› Issue (6): 1686-1691.doi: 10.12305/j.issn.1001-506X.2021.06.28

基于星座成形的高谱效编码调制方案

亢伟民*, 杨鸿文

北京邮电大学信息与通信工程学院, 北京 100876

收稿日期:2020-06-20 出版日期:2021-05-21 发布日期:2021-05-28
通讯作者: 亢伟民
作者简介:亢伟民(1993—), 男, 博士研究生, 主要研究方向为编码调制|杨鸿文(1964—), 男, 教授, 博士, 主要研究方向为无线通信
基金资助:
北京邮电大学-中国移动研究院联合创新中心联合横向项目资助课题

High spectral efficient coded modulation scheme based on constellation shaping

Weimin KANG*, Hongwen YANG

School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China

Received:2020-06-20 Online:2021-05-21 Published:2021-05-28
Contact: Weimin KANG
Supported by:
北京邮电大学-中国移动研究院联合创新中心联合横向项目资助课题

摘要/Abstract

摘要：

针对规则正交幅度调制星座在高阶调制系统中产生的成形损失问题，研究比较了概率成形和几何成形方案。通过平均互信息的分析，从理论上表明概率成形可以获得更好的成形增益。在相同谱效、相同误帧率的条件下，概率成形相比几何成形需要的信噪比更低。编码方面，相比二元低密度奇偶校验(low-density parity-check，LDPC)码，多元LDPC码可以获得编码增益。仿真结果表明，基于星座成形的高谱效编码调制方案是有效的，适用于未来移动通信系统超高可靠性的要求。

关键词: 概率成形, 几何成形, 高阶调制, 平均互信息

Abstract:

Aiming at the problem of shaping loss of regular quadrature amplitude modulation constellation in high-order modulation system, probabilistic shaping and geometric shaping schemes are studied and compared. Through the analysis of the average mutual information, it is shown theoretically that probabilistic shaping can obtain better shaping gain. Under the same spectral efficiency and frame error rate, the signal to noise ratio (SNR) of probabilistic shaping is lower than that of geometric shaping. In terms of coding, compared with binary low-density parity-check (LDPC) codes, nonbinary LDPC codes can obtain coding gain. Simulation results show that the high spectral efficient coded modulation scheme based on constellation shaping is effective and suitable for the ultra-high reliability requirements of future mobile communication systems.

Key words: probabilistic shaping, geometric shaping, high order modulation, average mutual information

中图分类号:

TN911.3

亢伟民, 杨鸿文. 基于星座成形的高谱效编码调制方案[J]. 系统工程与电子技术, 2021, 43(6): 1686-1691.

Weimin KANG, Hongwen YANG. High spectral efficient coded modulation scheme based on constellation shaping[J]. Systems Engineering and Electronics, 2021, 43(6): 1686-1691.

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运算	Log-FFT-BP	Log-BP	GF(64)d_v=2	GF(2)d_v=3
加法	$ \left(2 q+\frac{4 q}{\log _{2} q}\right) d_{v}$	4d_v-1	341.33	11
比较	2qd_v	—	256	—
查表	2qd_v	4d_v	256	12
总计	$ \left(6 q+\frac{4 q}{\log _{2} q}\right) d_{v}$	8d_v-1	853.33	23

基于星座成形的高谱效编码调制方案

High spectral efficient coded modulation scheme based on constellation shaping

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