Description: 数字信号处理（机械工业出版社）的源码，7章介绍IIR滤波器设计和matlab源码，8章介绍FIR滤波器设计和matlab源码，9章介绍自适应（LMS,NLMS,RLS,LMS的快速算法）滤波器设计和matlab源码，希望帮助有需要的朋友-digital signal processing (Machinery Industry Press), the source, Chapter 7 IIR filter design and Matlab source, Chapter 8 FIR filter design and Matlab source, adaptive Chapter 9 (LMS, NLMS, RLS, the fast algorithm LMS) filter design and Matlab source, in order to help a friend in need Platform: |
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Author:py528977 |
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Description: 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. Platform: |
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Author:闫丰 |
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Description: 归一化最小均方（LMS）自适应数字滤波，带测试主程序。-Normalized least mean square (LMS) adaptive digital filter with the test main program. Platform: |
Size: 1024 |
Author:chenlili |
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Description: 本文件包括了关于自适应滤波器matlab实现的主流模拟仿真，其中包括lms，nlms，rls等等，供交流经验-This document includes the adaptive filter on matlab simulation to achieve the mainstream, including the lms, nlms, rls, etc., for exchange of experience Platform: |
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Author:Lawlight |
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Description: It a adaptive filtering book, which consist of Wiener filter, LMS, NLMS and RLS algorithms and lots of matlab implementation. It s so practical for adaptive filtering algorithms. Platform: |
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Author:Gurol |
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Description: 这是一个很好的频域分块自适应滤波的程序，应用于回声消除上，并与NLMS自适应滤波做了运行速度的比较,FLMS比NLMS快几十倍。-This is a very good frequency-domain block adaptive filtering procedure applied to echo cancellation, and comparison with the NLMS adaptive filter for speed, FLMS several times faster than the NLMS. Platform: |
Size: 661504 |
Author:宋知用 |
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Description: 这是一自适应噪声消除的matlab程序 算法使用的是NLMS 里面含有截取的噪声 有仿真图-This is an adaptive noise cancellation matlab program NLMS algorithm is used which contains a simulation of the interception of the noise figure Platform: |
Size: 1281024 |
Author:朱振军 |
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Description: 西蒙霍金版的自适应滤波器原理的经典教材，LMS算法，NLMS算法，卡尔曼滤波等的详细介绍-Detailed description of Simon Hawking version of the classic textbook of the principles of the adaptive filter, LMS algorithm, the NLMS algorithm, the Kalman filter, etc. Platform: |
Size: 16866304 |
Author:张莹 |
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Description: 西蒙.赫金的自适应滤波器原理，郑宝玉译。介绍了LMS、RLS、NLMS，格型RLS等滤波器，书中有详细的数学推导过程。-The Simon. Hyuk Kim adaptive filter principle, Ad Hoc translation. LMS, RLS, NLMS, Lattice RLS and other filter, the book detailed mathematical derivation. Platform: |
Size: 16865280 |
Author:徐龙 |
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Description: MATLAB codes for adaptive filtering using least mean square, nominal LMS and Wiener filter using forward linear prediction and backward linear prediction. Platform: |
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Author:MHQ
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Search - Adaptive Filter NLMS