信息与通信

CMA(p,q)型自适应算法的稳态性能分析

  • 霍嘉俊 ,
  • 张朝宇 ,
  • 李甲顺 ,
  • 林斌
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  • (大连海事大学 信息科学技术学院,辽宁 大连 116026)
霍嘉俊(1993 — ),男,硕士生,研究方向:移动通信理论与技术.

收稿日期: 2021-03-30

  修回日期: 2021-05-20

  网络出版日期: 2021-05-20

Steady-state performance analysis of CMA(p,q) adaptive algorithm

  • HUO Jia-jun ,
  • ZHANG Chao-yu ,
  • LI Jia-shun ,
  • LIN-Bin
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  • (College of Information Science and Technology, Dalian Maritime University, Dalian 116026, China)

Received date: 2021-03-30

  Revised date: 2021-05-20

  Online published: 2021-05-20

摘要

在数字通信中具有广泛应用的ä均衡恒模算法CMA(p,q),其参数pq值一般选取为正整数1和2。为适应更一般环境,有必要将参数pq值从整数推广至普通正实数。与传统的性能分析方法即对权值误差向量的协方差矩阵进行递归推导不同,基于能量守恒关系,直接对误差函数进行泰勒级数展开,并利用分离假设原理,推导出CMA(p,q)的通用稳态封闭解析表达式,并建立关于p,q值在可选择范围的理想的数学模型。通过仿真可得出,复数或实数数据的仿真值和理论值均较为匹配。

本文引用格式

霍嘉俊 , 张朝宇 , 李甲顺 , 林斌 . CMA(p,q)型自适应算法的稳态性能分析[J]. 大连海事大学学报, 2021 , 47(3) : 96 -103 . DOI: 10.16411/j.cnki.issn1006-7736.2021.03.012

Abstract

CMA(p,q), a blind equalization constant modulus algorithm, is widely used in digital communication. Its parameters p and q were generally selected as positive integers 1 and 2. In order to adapt to a more general environment, it is necessary to extend the values of parameters p and q from integers to ordinary positive real numbers. Different from the traditional performance analysis method which was to recursively derive the covariance matrix of the weight error vector, based on the energy conservation relationship, the error function was directly expanded by Taylor series, and the principle of separation hypothesis was used to derive the general steady-state closed analytical expression of CMA(p,q), and an ideal mathematical model for p,q values in the selectable range was established. The simulation results show that the simulation values of complex or real data match well with the theoretical values.
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