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自适应滤波的ppt教程,非常经典,我们上课用的就是这个,很容易理解-Adaptive filtering ppt tutorial, very classic, we have used in this class, it is easy to understand
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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
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基于matlab用LMS算法实现了自适应均衡器,画出了一次实验的误差平方的收敛曲线,并给出最后设计滤波器系数。-Matlab-based algorithm using LMS adaptive equalizer, draw a square of experimental error convergence curve, and gives the final design of the filter coefficients.
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以自适应线性组合器为时变谐波检测器的模型, 根据逆归最小乘自适应滤波算法较好的跟踪性能, 使之应用于时变谐波的跟踪检测。仿真表明该方法比以往的基于最小均方
自适应滤波算法的谐波幅值和相位参数的测定具有更好的跟踪效果。-Adaptive linear combiner with harmonic detector is too variable model, according to inverse normalized least square adaptive filter algorit
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阐述了自适应噪声抵消(ANC)技术的基本原理,基于自适应滤波器的原理,设计了自适应噪声抵消器 在对自适应滤波器相关理论研究的基础上,重点研究了自适应噪声抵消器的核心———LMS自适应滤波算法。在MATLAB中的Simulink下,建立了自适应噪声抵消器的模型,并通过设置不同的参数进行仿真,结果表明系统能够有效地从噪声中恢复出原始信号。最后对系统进行了性能分析,给出了自适应噪声抵消系统在实际应用中选取参考信号的要求
-This paper elaborated the basic theory
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In almost all analyzes of the least mean-square (LMS)
finite impulse response (FIR) adaptive algorithm, it is assumed that
the length of the adaptive filter is equal to that of the unknown
system impulse response. However, in many practical sit
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lms adaptive filter的块实现-block implementation of lms adaptive filter
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Advanced Digital Signal Processing
Adaptive Linear Prediction Filter
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adaptive filter lms algoritms
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有源自适应噪声的最常用算法,该算法是基于滤波器的输出信号与期望响应之间的误差的均方值为最小。-Active adaptive noise most commonly used algorithm, which is based on the error between the filter output signal and the desired response minimum mean-square value.
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基于LMS算法自适应滤波器的Matlab仿真分析-LMS adaptive filter algorithm based on Matlab simulation analysis
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Adaptive Filtering Primer with MATLAB® clearly explains the fundamentals of adaptive filtering supported by numerous examples and computer simulations. The authors introduce discrete-time signal processing, random variables and stochastic process
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自适应均衡器的仿真程序:基于抽头系数,遗忘因子,噪声方差,初始化的延迟信号设计输入信号,利用LMS 算法建立自适应均衡器滤波信号。-Adaptive equalizer simulation program: based tap coefficients, forgetting factor, noise variance, the initialization of the input signal delayed signal design, the use of the LMS algor
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matlab code for adaptive lms filter
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designing of fir filter by adaptive algorithm like binary lms algorithm
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MATLAB实验报告,基于LMS自适应滤波器的应用仿真-MATLAB lab reports, based on LMS adaptive filter Application Simulation
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归一化LMS自适应滤波算法的matlab仿真及DSP实现-Normalized LMS adaptive filter algorithm MATLAB simulation and DSP Implementation
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介绍了噪声抵消的原理和从强噪声背景中自适应滤波提取有用信号的方法,并对最小均
方
(LMS, Least Mean Squares)
、归一化
LMS(NLMS, Normalized Least Mean Squares)
和递推最小二乘
(RLS, Recursive Least Squares)
三种基本自适应算法进行了对比研究。计算机模拟仿真结果表明,这
几种算法都能通过有效抑制各种干扰来提高强噪声背景中的信号检测特性。相比之下,
RLS
算法
具有良好的收敛性
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