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Description: LMS和RLS算法性能的比较，包括权值比较、遗忘因子的影响等-LMS and RLS algorithm performance comparisons, including the right value compared with the impact of forgetting factor
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Size: 3072 |
Author: neal |
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Description: 这 里主要对LMS算法及一些改进的LMS算法（NLMS算法、变步长LMS算法、变换域LMS算法）之间的不同点进行了比较，在传统的LMS算法的基础上发 展了LMS算法的应用。另一方面又从RLS算法的分析中对其与LMS算法的不同特性进行了比较。-Here mainly on the LMS algorithm and some improvements of the LMS algorithm (NLMS algorithm, variable step size LMS algorithm, transform domain LMS algorithm) between the different points of comparison, in the traditional LMS algorithm developed on the basis of the application of the LMS algorithm. On the other hand from the analysis of RLS algorithm and LMS algorithm for its different characteristics compared.
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Size: 30720 |
Author: jj |
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Description: 递归式最小均方（RLS）算法的基本思想是力图使在每个时刻对所有已输入信号而言重估的平方误差的加权和最小，这使得RLS算法对非平稳信号的适应性要好。与LMS算法相比，RLS算法采用时间平均，因此，所得出的最优滤波器依赖于用于计算平均值的样本数，而LMS（NLMS）算法是基于集平均而设计的，因此稳定环境下LMS（NLMS）算法在不同计算条件下的结果是一致的-Recursive least-mean-square (RLS) algorithm for the basic idea is to try to make in every moment of all the input signal in terms of re-evaluation of the weighted squared error and the smallest, which allows non-stationary RLS algorithm for adaptive signal better. Compared with the LMS algorithm, RLS algorithm uses the average time, therefore, the resulting optimal filter depends on the used to calculate the average number of samples, and the LMS (NLMS) algorithm is designed based on set average, and therefore a stable environment LMS (NLMS) algorithm in different conditions, the results of the calculation is consistent
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Size: 3072 |
Author: 闫丰 |
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Description: 多用户盲检测 kalman lms rls-Blind multi-user detection kalman lms rls
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Size: 2048 |
Author: 曹默 |
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Description: LMS，RLS，LSL，GAL等几种自适应算法对比-LMS, RLS, LSL, GAL several adaptive algorithm, such as contrast
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Size: 1024 |
Author: 王非 |
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Description: ar模型 bt算法 ls rls lms music等数字信号处理的源代码-ar model bt algorithm ls rls lms music and other digital signal processing of the source code
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Size: 4096 |
Author: 张罗 |
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Description: 自适应滤波器程序，选用电力系统谐波信号作为输入。其中包括了wiener滤波器，kalman滤波器，LMS算法，RLS算法，LSL算法，FTF算法。所有程序均为本人自编，并且标注了编程所参考的书籍及页数，经过调试，完全正确，请放心使用。-Adaptive filter procedures, selection of power system harmonics signal as input. Including the wiener filter, kalman filter, LMS algorithm, RLS algorithm, LSL algorithm, FTF algorithm. All Programs are my own, and marked by a programming reference books and pages, after debugging, completely correct, please rest assured that use.
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Size: 3072 |
Author: 李明 |
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Description: 自适应滤波器。自适应滤波器为11个权系数的FIR结构。（1）不同的方差σ2（2）LMS算法画出一次实验的误差平方收敛曲线，训练长度为500，给出滤波器系数；进行20次独立实验，给出平均收敛曲线。不同步长值的比较。（3）RLS算法，LMS和RLS算法的比较
-Adaptive filter. Adaptive filter weights for 11 of the FIR structure. (1) different variance σ2 (2) LMS algorithm for an experiment to draw square error convergence curve, the training length is 500, given filter coefficient conduct 20 independent experiments, given the average convergence curve. Are not synchronized long value comparison. (3) RLS algorithm, LMS and RLS Algorithms
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Size: 5120 |
Author: 梁上泉 |
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Description: LMS算法、RLS算法 及其二者的比较
有注释说明的 比较详细-LMS algorithm, RLS algorithm and the two more notes of a more detailed
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Size: 2048 |
Author: caomin |
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Description: 该算法是基于rls自适应滤波的算法，比lms高级一些的。-The algorithm is based on adaptive filtering algorithms rls than a number of senior LMS.
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Size: 1024 |
Author: 古小将 |
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Description: 自适应滤波器的设计，包括LMS和RLS，两种方法，程序简单实用-Adaptive filter design, including LMS and RLS, two types of methods, procedures simple and practical
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Size: 2048 |
Author: 刘东 |
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Description: lms rls 比较算法 能独立运行 有图-lms rls comparison algorithm has plans
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Size: 5120 |
Author: 罗兰 |
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Description: 很好的介绍了自适应滤波器的一些相关算法，lms算法，rls算法-Very good introduction to some of the adaptive filter correlation algorithm, lms algorithm, rls algorithm and so on
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Size: 7168 |
Author: 王波 |
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Description: 常用的自适应滤波技术有：最小均方（LMS）自适应滤波器、递推最小二乘（RLS）滤波器、格型滤波器和无限冲激响应（IIR）滤波器等。这些自适应滤波技术的应用又包括：自适应噪声抵消、自适应谱线增强和陷波等。现在，已经有许多信号处理书籍全面介绍了自适应滤波技术。考虑到生物医学工程专业大三本科生的学习基础，本章首先介绍最小均方（LMS）自适应滤波器原理，在此基础上介绍自适应噪声抵消器及其生物医学应用，这样安排更能够突出本教材的宗旨。-LMS theory
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Size: 686080 |
Author: applo |
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Description: LMS算法，关于LMS算法的论文，具体的可以看文章-LMS algorithm, thesis on the LMS algorithm, the specific article can be seen
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Size: 116736 |
Author: jay |
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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.
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Size: 2319360 |
Author: Gurol |
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Description: 龚耀寰自己的《自适应滤波》课件，比较经典的。包括lms、rls等经典内容，以及空域自适应滤波等。-GONG Yao-huan own " adaptive filtering" software to compare the classic. Including lms, rls, such as classical, as well as the airspace, such as adaptive filtering.
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Size: 11982848 |
Author: wing |
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Description: 利用MATLAB仿真软件对LMS和RLS两种算法进行仿真，通过仿真比较了两种算法的收敛速度，对两种算法收敛后的误码率进行分析，研究了步长对LMS算法均方误差性能曲线的影响和遗忘因子对RLS算法性能曲线的影响。-Using MATLAB simulation software for two types of LMS and RLS algorithm simulation, the simulation compares the convergence rate of two algorithms, two algorithms for bit error rate after convergence analysis to study the step-size LMS algorithm for the mean square error performance curve the impact and forgetting factor RLS algorithm for the impact of performance curve.
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Size: 1024 |
Author: shu |
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Description: A Labview program which compares LMS,H infinity, a Kalman Filter and recursive Least Squares (RLS). The source is there for them all.
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Size: 620544 |
Author: Tom_M |
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Description: 自适应滤波的MATLAB实现，包括lms rls 等算法-MATLAB programing rls lms
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Size: 2048 |
Author: 孟云飞 |
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