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基于余弦代价函数的T/4分数间隔盲均衡算法
引用本文:韩迎鸽. 基于余弦代价函数的T/4分数间隔盲均衡算法[J]. 计算机应用研究, 2018, 35(7)
作者姓名:韩迎鸽
作者单位:安徽理工大学电气与信息工程学院
基金项目:模拟退火优化的多小波包变换移动信道盲均衡算法研究
摘    要:针对常模算法(CMA)对非常模高阶QAM信号均衡后收敛速度慢,稳态均方误差大的缺点,以T/4分数间隔均衡器为例,提出一种基于余弦代价函数的T/4分数间隔盲均衡算法(T/4-FSE-CCF),该算法将常模的代价函数用构造的余弦代价函数来替代,新算法摆脱了常数模算法对统计模值R的依赖,最后对算法性能进行了理论分析和仿真实验,结果表明,该算法对高阶QAM信号不仅提高了收敛速度而且降低了稳态均方误差。

关 键 词:常模算法;分数间隔;高阶QAM信号;余弦代价函数;盲均衡
收稿时间:2017-03-09
修稿时间:2018-06-05

Cosine cost function based T/4 fractionally spaced blind equalization algorithm
hanyingge. Cosine cost function based T/4 fractionally spaced blind equalization algorithm[J]. Application Research of Computers, 2018, 35(7)
Authors:hanyingge
Affiliation:Anhui university of science and technology
Abstract:Aiming at the slow convergence rates and the large steady-state mean square error of Constant Modulus Algorithm(CMA) for high-order QAM signal, Taking the T/4 fractionally spaced equalizer for example, a T/4 Fractionally Spaced Equalizationalgorithm based on Cosine Cost Function (T/4-FSE-CCF) was proposed. the cost function of CMA was replaced with cosine costfunction in the proposed algorithm, the new algorithm got rid of the dependence on statistical Modulus value R compared with CMA.the performance of the algorithm was analyzed by theoretical analysis and simulation, the results show that the T/4-FSE-CCF has not only the faster convergence rates but also the smaller steady-state mean square error for high-order QAM signal.
Keywords:Constant Modulus Algorithm   Fractionally Spaced   High-order QAM signal  Cosine cost function  
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