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Description: 学习通信的人都知道，要进行信号处理的话，算法的编程非常繁琐，这里有一些自适应信号处理的算法，LMS,RLS，MMSE等的算法，希望大家喜欢。-learning communications are aware, the need for signal processing, programming algorithm is very complicated, there is some adaptive signal processing algorithms, LMS, RLS, the MMSE algorithm, hope you like them.
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Size: 97382 |
Author: 张庚 |
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Description: 考虑一个线性自适应均衡器的原理方框图如《现代数字信号处理导论》p.275自适应均衡器应用示意图。用LMS算法实现这个自适应均衡器，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。一次实验的训练序列长度为500。进行20次独立实验，画出误差平方的收敛曲线。给出3个步长值的比较。-consider a linear adaptive equalizer block diagram as the principle of "modern digital signal processing" Introduction to the p.275 adaptive equalizer application schema. LMS algorithm with the adaptive equalizer, painted a square experimental error of convergence curve, given final design filter coefficients. Experimental a length of the training sequence to 500. Conduct 20 separate experiments, painted square error of the convergence curve. Given three step-value comparisons.
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Size: 4209 |
Author: lidong |
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Description: 智能天线自适应波束形成算法(LMS,RLS,MVDR1,MVDR2)-Adaptive beamforming smart antenna algorithm (LMS, RLS, MVDR1, MVDR2)
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Size: 4096 |
Author: micron |
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Description: 两种算法（LMS和RLS）实现CDMA系统盲多用户检测的仿真。结论验证了在加性高斯白招生信道下、同步DS-CDMA系统中接收机应用这两种盲多用户检测算法抑制多址干扰（MAI: multiple access interference）和码间串扰（ISI: inter symbol interference）的能力,仿真实验与理论推导相吻合。实验与理论都表明,RLS性能好于LMS，而LMS计算量明显小于RLS。-This paper discusses two algorithms (LMS and RLS) to achieve blind multiuser detection CDMA system simulation. Conclusion is verified in the Additive White Gaussian noise channel, the synchronous DS-CDMA system receiver applications both blind multiuser detection algorithm to suppress Multiple Access Interference（MAI）and Inter Symbol Interference (ISI) the ability of simulation is consistent with the theoretical. Both experiment and theory show that, RLS’s Performance is better than LMS, and the LMS ‘s computation was significantly less than RLS.
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Size: 1024 |
Author: song |
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Description: 主要介绍LMS-RLS滤波器的原理及实现方法，可以参考的-Mainly introduces LMS- RLS filter of principle and method, reference may be made
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Size: 30720 |
Author: xuhao |
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Description: 数字信号处理，LMS和RLS实例：给定正弦信号s(n)，现在我们获得得是受影响的数据x(n)=s(n)+v(n) ， v(n)为方差1.25的告示白噪声信号，请设计一个滤波器，使其输出与s(n)的均方误差最小，并给出用LMS和RLS算法的自适应求解方法的MATLAB仿真。-Digital signal processing, LMS and RLS instance: Given a sinusoidal signal s (n), now we get the data have affected x (n) = s (n)+ v (n), v (n) 1.25 for the variance Notice the white noise signal, to design a filter so that the output and s (n) The minimum mean square error, and gives the algorithm with the LMS and RLS adaptive method for solving the MATLAB simulation.
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Size: 1024 |
Author: codeshare |
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Description: 给出完整的通信系统和多径通信信道，并使用带RLS算法的判决反馈均衡器进行均衡。
内有详细注释。
在DFE(lms算法）的基础上，采用RLS算法
产生 0 1 序列--> QPSK映射 --> 上变频 --> 信道（多径、加噪）
--> 下变频 --> LMS算法均衡 --> 解映射、判决 --> 求误码率、星座图-This progam include a complete communication system with a multipath channel, based which decision feedback equalization with RLS algrithem is implemented.
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Size: 2048 |
Author: 西电东风 |
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Description: 本文件是关于自适应波束形成算法的matlab仿真，其中对LMS、RLS等算法给出了具体的程序。-This document is on adaptive beam-forming algorithm of matlab simulation, including LMS, RLS) give a specific procedures.
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Size: 182272 |
Author: 苏明坤 |
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Description: LMS算法和RLS算法实现阵列信号的波束形成的程序用matlab实现的代码，里面有也有解释说明-LMS and RLS progranm Matlab code.
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Size: 2048 |
Author: 陈烨 |
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Description: RLS和LMS算法的自适应滤波器 使用matlab进行仿真 估计a1 a2-RLS and LMS adaptive filter algorithm
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Size: 30720 |
Author: 王若其 |
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Description: 基于自适应均衡器的LMS算法和RLS算法的仿真分析。-Adaptive equalizer LMS algorithm and RLS algorithm simulation analysis.
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Size: 289792 |
Author: 王蕊 |
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Description: 介绍了两种算法，一种是LMS算法，一种是RLS算法，并在MATLAB环境下对其进行了编程-Introduces two algorithms, one is LMS algorithm, RLS is an algorithm in MATLAB environment and its programming
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Size: 2048 |
Author: 张晗 |
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Description: 实现自适应滤波器的算法有很多，比较经典的有：LMS，RLS。其中LMS算法是属于梯度类算法，本程序做了一个LMS算法的基本实验。-Implementation of adaptive filter algorithm has a lot, compared to the classic are: LMS, RLS. LMS algorithm is a gradient algorithm, the program has done a basic experiment LMS algorithm.
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Size: 1024 |
Author: 杨羽 |
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Description: 自适应滤波算法的实现，RLS与LMS收敛性能比较代码。(Comparison of RLS and LMS convergence performance code)
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Size: 1024 |
Author: 55555556
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Description: 预测信号由二阶AR模型产生，为二阶线性预测滤波器，LMS算法与RLS算法性能对比(The predicted signal is generated by the two order AR model, and is the two order linear prediction filter,performance comparison between LMS algorithm and RLS algorithm)
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Size: 1024 |
Author: lbb1991
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Description: capon波束成形的MVDR响应matlab仿真文件，采用RLS算法(capon beamforming, MVDR, RLS algorithm interation)
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Size: 1024 |
Author: Gavin野 |
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Description: MATLAB采用LMS,MMSE,RLS,SINR,SMI算法实现波束形成(MATLAB uses LMS, MMSE, RLS, SINR and SMI algorithm to realize beamforming.)
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Size: 5120 |
Author: 雨夜痕 |
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Description: 基于lms和rls的自适应滤波器仿真设计源代码(LMS and RLS based adaptive filter simulation design source code.)
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Size: 873472 |
Author: gapoin |
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Description: 基于lms的自适应滤波器仿真设计,已测试可用(Simulation design of adaptive filter based on LMS)
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Size: 2048 |
Author: gapoin |
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Description: 经典的LMS与RLS递归最小二乘算法，有中文注释，很好理解(Classic LMS AND RLS recursive least squares algorithm, Chinese notes, very good understanding.)
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Size: 1024 |
Author: 淘气哥 |
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