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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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liftwave
提升法97经典程序此程序是矩阵实现,所以图像水平分量和垂直分量估计被交换位置
为了保证正交,所有边界处理,全部采用循环处理(upgrade classic procedures of this process is to achieve matrix, So images of horizontal component and the vertical component is estimated to be exchanged orthogonal position to ensure that all borders, the use of cycles)
- 2006-10-15 09:43:51下载
- 积分:1
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lambertI
功能强大的多圈兰伯特轨道转移程序,而且还可以选择顺时针或逆时针轨道转移,本人轨道计算时使用的程序。(Powerful multi-turn Lambert orbit transfer programs, but you can also choose clockwise or counterclockwise orbit transfer, orbital calculation program I use.)
- 2014-11-04 20:41:34下载
- 积分:1
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Time_varying_chennel
generating time varying channel for jakes or flat fading.
- 2013-10-07 20:42:55下载
- 积分:1
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SDE_Toolbox_1.4.1
随机微分方程的matlab工具项,他模拟伊藤积分的路径,估计参数及可视化。(SDE Toolbox is a Matlab package for simulating sample paths of the solution of a user defined。)
- 2015-01-17 22:14:54下载
- 积分:1
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Genetic-Algorithm
《MATLAB遗传算法工具箱及应用》 雷英杰、张善文、李续武、 周创明 西安电子科技大学出版社
本书系统介绍MATLAB遗传算法和直接搜索工具箱的功能特点、编程原理及使用方法(Genetic Algorithm Tool on Matlab)
- 2013-05-08 13:08:09下载
- 积分:1
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DTCDPE
直接转矩控制无刷直流电机的matlab仿真程序,PI闭环调节(Direct torque control brushless DC motor matlab simulation program, PI closed loop control )
- 2021-01-11 17:38:48下载
- 积分:1
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Space-TimeProcessingforCDMAMobileCommunications
Space-Time Processing for CDMA Mobile Communications.Written for research students and design engineers, this book addresses many basic questions related to the use of space-time processing in CDMA-based third-generation systems
- 2008-06-20 20:41:24下载
- 积分:1
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rules
some neural network rules Matlab code such as:perceptron, delta, widrow exist in this document
- 2011-06-05 23:41:07下载
- 积分:1
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sourcewt
arma模型的功率谱估计代码。还包括系统的极零点分析等完整软件包。(arma model of the power spectrum estimation code. The system also includes a very complete analysis of 0.1 package.)
- 2007-05-17 01:54:45下载
- 积分:1