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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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BiaoPanShiBie
说明: 数字图像处理应用广泛,在工业中也是如此,此程序用于工业领域中的表盘识别(Digital image processing is widely used, so is the industry, this program is used in the field of industrial dial recognition)
- 2019-05-30 10:14:38下载
- 积分:1
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NeuralNetworkandMATLAB7
一本很好学习神经网络和其MATLAB实现的书籍.(A very good study MATLAB neural network and its implementation books.)
- 2009-02-28 15:47:31下载
- 积分:1
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KF_SINS
说明: 初始对准,matlab程序,希望有用,对初学者有用,静基座对准(Initial alignment, matlab program, I hope useful, useful for beginners, static Alignment)
- 2008-09-12 19:51:29下载
- 积分:1
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eemscat
一种能够消除三维荧光瑞利散射,而且能对移去区域以内插值的形式引入,从而避免缺失值的出现(The function EEMscat is a function that takes an EEM dataset and removes scattering as well as (optionally) interpolates the removed areas such that there are no missing values introduced.
)
- 2020-12-18 21:09:11下载
- 积分:1
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least-square-parameter
最小二乘辨识参数,用来辨识非线性系统的参数,还可以对非线性系统进行仿真。(Least squares identification parameters, used to identify nonlinear system parameters, it can also nonlinear system simulation.
)
- 2012-10-09 19:39:53下载
- 积分:1
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Riemann_Solver(SWE)
说明: 一维浅水波方程的Riemann求解器算法,新版matlab程序(Rimann solver for one-dimensional shallow water wave equation)
- 2021-01-14 14:48:47下载
- 积分:1
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IEEE802.15.4信道的Matlab仿真IEEE802.15.4-A-channel-model-Matlab
IEEE802.15.4信道的Matlab仿真。主要描述其在各种信道环境,比如各种噪声和各种干扰存在的情况下,各种性能的仿真。(Matlab simulation of the IEEE802.15.4 channel. Describes the environment in a variety of channels, such as the presence of noise and all kinds of interference, the various properties of the simulation.)
- 2020-07-06 15:28:59下载
- 积分:1
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linear
领域插值和双线性插值算法的matlab实现(Field interpolation and bilinear interpolation algorithm matlab realize)
- 2014-09-15 09:24:52下载
- 积分:1
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duffing
基于matlab的源程序,用于画非线性微分方程杜芬方程的相图(Source program based on matlab, used to draw the phase diagrams of nonlinear differential equation- duffing equation)
- 2014-11-16 09:52:15下载
- 积分:1