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首页> 外文期刊>Research journal of applied science, engineering and technology >Square Root Extended Kernel Recursive Least Squares Algorithm for Nonlinear Channel Equalization
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Square Root Extended Kernel Recursive Least Squares Algorithm for Nonlinear Channel Equalization

机译:非线性信道均衡的平方根扩展核递归最小二乘算法

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摘要

This study presents a square root version of extended kernel recursive least square algorithm. Basically main idea is to overcome the divergence phenomena arise in the computation of weights of the extended kernel recursive least squares algorithm. Numerically stable givens orthogonal transformations are used to obtain the next iteration of the algorithm. The usefulness of the proposed algorithm is illustrated by discussing its application on the nonlinear multipath fading channel equalization based on Rayleigh distribution. Experiments are performed on slow fading Rayleigh channel with scattered signals
机译:这项研究提出了扩展内核递归最小二乘算法的平方根版本。基本上,主要思想是克服扩展核递归最小二乘算法的权重计算中出现的发散现象。数值稳定的给定正交变换用于获得算法的下一个迭代。通过讨论其在基于瑞利分布的非线性多径衰落信道均衡中的应用,说明了该算法的有效性。在具有散射信号的慢衰落瑞利信道上进行实验

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