Wavelet Vector Machines Blind Equalization Algorithm Based on Variable Segmentation Error Function

机译：基于变分段误差函数的小波向量机盲均衡算法

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To overcome the disadvantage of constant modulus algorithm's slow convergence and local minimum,this paper presents a wavelet vector machine blind equalization algorithm based on variable segmentation error function.This proposed algorithm uses support vector machine to optimize the initial weight vector,then,it switches to Wavelet Constant Modulus blind equalization Algorithm(WCMA) with odd symmetry variable segmentation error function.The computer simulation with underwater acoustic channel demonstrates that the proposed algorithm has fast convergence rate and small mean square error.

机译：为了克服恒定模量算法缓慢收敛和局部最小值的缺点，本文提出了一种基于变量分割误差函数的小波向量机盲均衡算法。本提出的算法使用支持向量机优化初始权重向量，然后，它切换到小波常数模量盲均衡算法（WCMA）具有奇数对称变量分割误差功能。带有水下声道的计算机模拟演示了所提出的算法具有快速收敛速率和小均方误差。

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《International conference on frontiers of manufacturing and design science》|2011年||共5页
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Yecai Guo; Zhichao Zhang;
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正文语种
中图分类机械制造工艺;
关键词
support vector machine; variable segmentation error function; wavelet transformation;

机译：支持向量机;可变分段错误功能;小波变换;

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1. Improving The Steady State Error And Convergence Based On Variable Step Size Constand Modulus Blind Equalization Algorithm [J] . Raja Uyyala, P. Satyanarayana International journal of computer science and network security . 2015,第10期

机译：基于可变步长Constand模量盲均衡算法的稳态误差和收敛性改进
2. Improving The Steady State error and Convergence based on Variable Step Size Constant Modulus Blind Equalization Algorithm [J] . Raja Uyyala, P. Satyanarayana International journal of computer science and network security . 2014,第10期

机译：基于可变步长常数模盲均衡算法的稳态误差和收敛性改进
3. An Orthogonal Wavelet Transform Fractionally Spaced Blind Equalization Algorithm Based on the Optimization of Genetic Algorithm [J] . LIAO Juan, GUO Ye-cai, JI Tong-ying 兵工学报（英文版） . 2011,第002期

机译：基于遗传算法优化的正交小波变换分数间隔盲均衡算法
4. Wavelet Vector Machines Blind Equalization Algorithm Based on Variable Segmentation Error Function [C] . Yecai Guo, Zhichao Zhang International conference on frontiers of manufacturing and design science . 2011

机译：基于可变分割误差函数的小波矢量机盲均衡算法
5. A blind equalization algorithm with variable step-size procedure. [D] . Alhmouz, Omar Mufid. 2006

机译：具有可变步长过程的盲均衡算法。
6. Identification of Antifreeze Proteins and Their Functional Residues by Support Vector Machine and Genetic Algorithms based on n-Peptide Compositions [O] . Chin-Sheng Yu, Chih-Hao Lu 2011

机译：基于n肽组成的支持向量机和遗传算法识别抗冻蛋白及其功能残基
7. Wavelet Vector Machines Blind Equalization Algorithm Based on Variable Segmentation Error Function [O] . Yecai Guo A, Zhichao Zhang B 2016

机译：基于变分割误差函数的小波矢量机盲均衡算法

Wavelet Vector Machines Blind Equalization Algorithm Based on Variable Segmentation Error Function

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