基于迭代剔除的SCMA多用户检测算法

朱翠涛; 韦宁; 汪汉新; 李中捷

doi:10.11959/j.issn.1000-436x.2018093

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基于迭代剔除的SCMA多用户检测算法

学术论文 | 更新时间：2024-06-05

- 基于迭代剔除的SCMA多用户检测算法
- Multi-user detection scheme for SCMA systems based on iteration removal
- 通信学报 2018年39卷第6期页码：64-72
- 作者机构：
  
  中南民族大学智能无线通信湖北省重点实验室，湖北武汉 430074
- 作者简介：
  
  [ "朱翠涛（1967-），男，湖北郧县人，博士，中南民族大学教授、研究生导师，主要研究方向为无线通信、压缩感知、最优化理论等。" ]
  [ "韦宁（1993-），男，壮族，广西百色人，中南民族大学硕士生，主要研究方向为非正交多址通信系统。" ]
  [ "汪汉新（1966-），男，湖北武汉人，中南民族大学副教授，主要研究方向为认知无线电网络等。" ]
  [ "李中捷（1974-），男，湖北武汉人，博士，中南民族大学副教授，主要研究方向为异构网络干扰模型等。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61671483);国家自然科学基金资助项目(61379028);湖北省自然科学基金资助项目(2016CFA089)
- DOI：10.11959/j.issn.1000-436x.2018093
  中图分类号： TN929.5
- 网络出版日期：2018-06，
  
  纸质出版日期：2018-06-25
- 稿件说明：
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朱翠涛, 韦宁, 汪汉新, 等. 基于迭代剔除的SCMA多用户检测算法[J]. 通信学报, 2018,39(6):64-72.

Cuitao ZHU, Ning WEI, Hanxin WANG, et al. Multi-user detection scheme for SCMA systems based on iteration removal[J]. Journal on communications, 2018, 39(6): 64-72.
朱翠涛, 韦宁, 汪汉新, 等. 基于迭代剔除的SCMA多用户检测算法[J]. 通信学报, 2018,39(6):64-72. DOI： 10.11959/j.issn.1000-436x.2018093.

Cuitao ZHU, Ning WEI, Hanxin WANG, et al. Multi-user detection scheme for SCMA systems based on iteration removal[J]. Journal on communications, 2018, 39(6): 64-72. DOI： 10.11959/j.issn.1000-436x.2018093.

摘要

针对稀疏码多址接入(SCMA)系统中译码算法复杂度高问题，提出一种基于迭代剔除的多用户检测算法(RM-MPA)。首先基于串行消息传播机制提出了一种简单直观的方法用于比较用户间的译码优势，然后在每轮迭代过后，对译码优势高的前n个用户直接进行译码并剔除，不再参与后继迭代过程，从而使后续每轮迭代的复杂度依次降低。在此基础上提出了译码优势用户排序和正交用户分组2种剔除策略。实验结果表明，基于正交用户分组剔除策略的 RM-MPA 算法在降低译码复杂度的前提下，能够保证译码性能，同时由于每轮迭代的复杂度依次降低，也减小了译码时延。

Abstract

A multi-user detection scheme based on iteration removal (RM-MPA) was proposed to solve the problem of high complexity of decoding algorithm for sparse code multiple access (SCMA) systems.Firstly

a simple and novel method to compare the decoding advantages between users was proposed.Then n users in front of them with higher decoding advantages directly decoded and removed after each iteration

the users removed no longer participate in the subsequent iteration

so the complexity of subsequent iterations decreased gradually.Moreover

two iteration removed strategies based on decoding advantages of users and orthogonal user grouped were proposed respectively.Simulation results show that the RM-MPA with removed strategies based on orthogonal user grouped

which can reduce the decoding complexity with well decoding performance

and the decoding delay is also decreased.

关键词

Keywords

references

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