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lms

于 2011-04-28 发布 文件大小:1KB
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  最小均方算法lms在波束形成中的应用  LMS算法步骤:   1,、设置变量和参量:   X(n)为输入向量,或称为训练样本   W(n)为权值向量   b(n)为偏差   d(n)为期望输出   y(n)为实际输出   η为学习速率   n为迭代次数   2、初始化,赋给w(0)各一个较小的随机非零值,令n=0   3、对于一组输入样本x(n)和对应的期望输出d,计算   e(n)=d(n)-X^T(n)W(n)   W(n+1)=W(n)+ηX(n)e(n)   4、判断是否满足条件,若满足算法结束,若否n增加1,转入第3步继续执行。(Lms least mean square algorithm applied in Beamforming )

文件列表:

lms.m,2072,2009-02-05

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