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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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Codigo_ECG_denoising
A code to analyse ecg signals
- 2011-04-30 01:48:54下载
- 积分：1
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D2dataset-master
Perform SVM and test results
a) For now, assume that the main script is grid_search.IT performs a grid search for SVM using RBF kernel , for the 2 parameters C and gamma .Criterios for choosing the right values is the F1 score and accuracy of the classifier. b) Having choosen the right parameters , the next step is to convert binary values to probabilities.
- 2017-09-25 19:17:20下载
- 积分：1
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Matlab_parfor
当matlab计算量很大，重复独立的循环计算很多的时候，我们可以使用matlab的并行计算，这里我先试验了parfor并行计算。以下代码仅适合新版的matlab，改编自《实战matlab之并行程序设计》。(When MATLAB has a large amount of computation and a lot of repetitive computing, we can use the parallel computing of MATLAB, where I first experimented with parfor parallel computing. The following code is only suitable for the new version of MATLAB, adapted from the parallel programming of real MATLAB.)
- 2020-07-03 17:40:02下载
- 积分：1
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边缘提取函数
说明： 用MATLAB实现的边缘提取函数，实现了sobel算子、canny算子，Robert算子、prewitt算子(Using MATLAB to achieve the edge extraction function, sobel operator, Canny operator, Robert operator, Prewitt operator)
- 2020-10-18 17:07:24下载
- 积分：1
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twoto22
ldpc在系统矩阵twoto下的系统仿真，在参数双可变情况下对系统输出的影响，matlab7.0编译通过()
- 2007-10-05 12:53:45下载
- 积分：1
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LMS
LMS算法是最被广泛应用的滤波器演算法，最大的特点就是计算量小，易于实现。(LMS algorithm is the most widely used filter algorithms, the biggest feature is the small amount of calculation, easy to implement.)
- 2011-08-11 17:58:16下载
- 积分：1
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makefile-course
makefile learning, simple and clear
- 2014-09-16 21:56:20下载
- 积分：1
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icdtool
code to test the mimo system for the ML and MZ
- 2011-05-10 18:36:56下载
- 积分：1
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variable--speed-of-induction-motor
variable speed of induction motor.
- 2014-10-16 17:47:48下载
- 积分：1
