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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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RLS算法,编写了MATLAB程序实现自适应干扰对消.给出信号实例,用于验证所编写程序的性能,RLS algorithm, written MATLAB program to achieve adaptive interference cancellation. Given the signal instance, used to validate the performance of the programming
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RLS算法在MATLAB上仿真实现的程序,用于通信信道估计。-RLS algorithm is implemented in MATLAB on a simulation program for the communication channel estimation
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包括两个文件,一个RLS、一个多维RLS算法matlab程序。-Consists of two files, one RLS, RLS algorithm matlab a multidimensional process.
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一个QR-RLS算法matlab程序,用于预失真技术。-A QR-RLS algorithm matlab program for pre-distortion technology.
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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 a
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递归最小二乘滤波器算法,包含对于单频正弦信号和实际语音信号的处理结果-Recursive least squares filter algorithm, that contains the single-frequency sinusoidal signal and the actual voice signal processing results
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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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应用RLS算法,用Matlab编程实现线性预测.-Application of RLS algorithm, using Matlab linear programming implementation prediction.
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自己编写的MATLAB自适应均衡,采用基本的RLS算法 可直接运行.-I have written MATLAB adaptive equalization, using the basic RLS algorithm can be directly run.
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contains documents about new insights into the recursive least squares algorithm and a sample matlab code for rls algorithm
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MATLAB 实现RLS算法,已在MATLAB中运行过-MATLAB realization of RLS algorithm, has been running in the MATLAB
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实现RLS算法的MATLAB仿真,实现自适应波束形成-RLS algorithm for the realization of the MATLAB simulation, the realization of adaptive beamforming
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RLS 算法功能的基本实现,有兴趣者会受益匪浅的-RLS algorithm to achieve the basic function, will benefit those interested in the
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均衡技术是克服码间干扰(Inter-Symbol Interference,ISI)的有效措施,由于信道特性的随机性与时变性,实际中消除码间干扰最常用的是自适应均衡器。本文对基于最小均方(Least Mean Squares,LMS)算法和递推最小二乘(Recursive Least Squares,RLS)算法的自适应均衡器进行仿真研究,分析了信道特性与设计参数对自适应均衡器的收敛速度与稳态性能的影响。
-Equalization technique is to overcome inte
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用RLS算法实现自适应均衡器,画出一次实验的误差平方的收敛曲线,给出最后设计滤波器系数-RLS algorithm with adaptive equalizer, draw a single experiment squared error convergence curve of the final design of the filter coefficients are given
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通过均衡器的RLS算法在MATLAB中实现消除传输信道的噪声干扰。-Through the equalizer in the RLS algorithm in MATLAB to achieve elimination of the transmission channel noise.
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RLS自适应均衡算法实 例例RLS自适应均衡算法实例-RLS algorithm for adaptive equalization algorithm for real examples of cases of RLS RLS adaptive equalization algorithm in adaptive equalization
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本程序为一个RLS自适应算法实现的MATLAB程序,此程序详细介绍了RLS算法的实现过程-This program is a RLS adaptive algorithm in the MATLAB program, this program introduces the process of RLS Algorithm
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matlab的rls算法(递归最小二乘法),亲测可用,(RLS algorithm of matlab, which can be used for pro-test)
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