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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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Sonar-Fundamentals-(Raytheon).01
RAYTHEON SONAR FUNDAMENTALS
- 2014-12-01 03:48:22下载
- 积分:1
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gonglvpu
包含试验得到的风速普,Kaimal谱及其曲线,可以在ANSYS里加载。(This source contains several wind speed spectrum,such as Kaimal spectrum.)
- 2020-12-09 11:39:19下载
- 积分:1
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Powe_Spectrum_Estimation_based_on_AR_model
基于AR模型的现代谱估计,分别实现自相关法,协方差法,Burg法,对比分析性能,及与经典谱估计的比较(AR model based on modern spectral estimation, respectively, to achieve auto-correlation method, covariance method, Burg method, comparative analysis of performance, and comparison of classical spectral estimation)
- 2020-11-07 19:09:48下载
- 积分:1
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particalfilterforimductionmotor
this is code partical filters for indiction motor
- 2010-10-22 20:09:40下载
- 积分:1
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work
QR factorization of an m × n matrix A with m ≥ n is a pair of matrices A = QR
- 2009-06-01 02:40:00下载
- 积分:1
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3-D-FDTD-code-with-PEC-boundaries
3-D FDTD code with PEC boundaries(3-D FDTD code with PEC boundaries. This MATLAB M-file implements the finite-difference time-domain solution of Maxwell s curl equations over a three-dimensional Cartesian space lattice comprised of uniform cubic grid cells.
)
- 2012-08-30 20:37:14下载
- 积分:1
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SOS
使用matlab生成SOS滤波器,应用于FPGA的一个小型系统,有一定的参考价值(Using MATLAB to generate SOS filter, applied to a small system of FPGA, there is a certain reference value)
- 2016-07-31 20:53:19下载
- 积分:1
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junhenghua
用Matlab软件图象直方图均衡化,大家多来捧捧啊(Using Matlab software image histogram equalization, we want to want more than ah)
- 2009-04-20 19:44:17下载
- 积分:1
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3-D_FDTD_code
三维有限时间差分法计算矩形谐振的例子编程(three-dimensional finite-difference time rectangular resonant examples of Programming)
- 2007-05-09 19:13:46下载
- 积分:1