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NLMS
若不希望用与估计输入信号矢量有关的相关矩阵来加快LMS算法的收敛速度,那么可用变步长方法来缩短其自适应收敛过程,其中一个主要的方法是归一化LMS算法(NLMS算法),变步长 的更新公式可写成
W(n+1)=w(n)+ e(n)x(n)
=w(n)+ (3.1)
式中, = e(n)x(n)表示滤波权矢量迭代更新的调整量。为了达到快速收敛的目的,必须合适的选择变步长 的值,一个可能策略是尽可能多地减少瞬时平方误差,即用瞬时平方误差作为均方误差的MSE简单估计,这也是LMS算法的基本思想。
(Want to estimate if the input signal vector and the relevant matrix to speed up the convergence rate of LMS algorithm, then the variable step size method can be used to shorten its adaptive convergence process, one of the main method is normalized LMS algorithm (NLMS algorithm) , variable step-size update formula can be written W (n+ 1) = w (n)+ e (n) x (n) = w (n)+ (3.1) where, = e (n) x (n) the right to express filter update vector iterative adjust the volume. In order to achieve the purpose of fast convergence, we must choose the appropriate value of variable step size, a possible strategy is as much as possible to reduce the instantaneous squared error, which uses the instantaneous squared error as the mean square error MSE of the simple estimate, which is the basic LMS algorithm思想.)
- 2021-03-06 12:39:31下载
- 积分:1
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high-speed railway
机器学习简介,特别的时候新手查看,受益匪浅。上传于2017年底,简单易懂。(machine learning method. introduced the CNN basic idea and how to use it and when to use it. Very useful for new guys)
- 2017-10-03 17:11:18下载
- 积分:1
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SCA
说明: 一种新的优化算法,正余弦优化算法。提出了一种新的基于种群的优化算法,叫做正弦余弦算法(SCA).(A new optimization algorithm, sine cosine optimization algorithm. A new optimization algorithm based on population is proposed, which is called sine cosine algorithm)
- 2021-02-17 10:04:07下载
- 积分:1
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BLDC_PI_controller
说明: pid Bldc fácil de trabajar y muy bueno
- 2010-04-28 20:25:24下载
- 积分:1
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Contens
This is a basic program to execute the basic requirements of the image pyramid applications using matlab
- 2014-08-31 15:55:21下载
- 积分:1
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Delta-Modulation
Line Modulation in matlab
- 2011-11-26 04:07:45下载
- 积分:1
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Highboost
frequency domain filters
- 2009-12-10 17:12:45下载
- 积分:1
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Matlab_Freedom
video code for playing freedom
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- 积分:1
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Applied-numerical-methods-using-MATLAB-(Wiley-200
Applied numerical methods using MATLAB (Wiley,2005)
- 2012-10-08 09:08:05下载
- 积分:1
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OFDM_PAPR_reductn
PAPR REDUCTION USING OFDM
- 2014-11-24 10:27:28下载
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