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回波抵消器中常用的几种自适应滤波算法有LMS
- 回波抵消器中常用的几种自适应滤波算法有LMS, NLMS, RLS等算法。对现有主要算法的性能进行了分析,并对优缺点进行评价和比较。为了在收敛速度和运算量之间得到很好的折衷,对NLMS算法改进,得到了 PNLMS,Echo cancellation devices commonly used in adaptive filtering algorithm has several LMS, NLMS, RLS, such as algorithms. The main algorithm of t
adaptivefir
- 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
RLS
- 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
354657
- 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
Adaptive_Filtering_Matlab
- 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.
ex4
- 关于自适应滤波的算法仿真,其中应用了LMS算法和RLS算法,也比较了他们的性能-Adaptive filtering algorithms on the simulation, which applied the LMS algorithm and RLS algorithm, also compare the performance of their
LMS
- 基于LMS和RLS的自适应滤波仿真与分析,内含详细说明-Based on LMS and RLS adaptive filtering simulation and analysis, containing detailed descr iption of
AEC
- the following file is a matlab program done for thesis based on acoustic echo cancellation using LMS algorithm.
rls
- 自适应滤波的RLS例程,并对RLS和LMS算法进行了比较。-The RLS adaptive filtering routines
rls$lms
- rls and kalman comparison with giving input and with a channel
all
- RLS和LSL、LMS三种算法的自适应滤波程序及其应用与比较-RLS and LSL, LMS three kinds of adaptive filtering algorithm and its application procedure and comparison of
LMS-RLSAlgorithms
- LMS RLS equalization simulation
LMS_RLS
- 拟使用基于LMS与RLS的自适应算法在MATLAB平台上对带有两个权的自适应线性组合器进行仿真,进而对两类算法的性能作比较,同时也考察了两种算法在不同参数条件下曲线收敛性的变化-Intending to use the LMS and RLS-based adaptive algorithm in the MATLAB platform with two pairs of the right to self-adaptive linear combiner is simulated, and t
lms-nlms-rls
- 包括自适应信道均衡器的三种算法和它们的对比:LMS,NLMS,RLS -adaptive channel equalization :LMS,NLMS,RLS
LMS_RLS_sim
- 功能描述:测试LMS与RLS算法,比较两种算法的收敛特性 文件名:LMS_RLS_sim.m 测试用例: x(n)+a1*x(n-1)+a2*x(n-2)=e(n),a1=-1.6,a2=0.81,e(n)为高斯白噪声 文件输出:系数a1的值 调用函数:function [A] = LMS_Algo(M,N,mu,xn) 被调用:无 作者:mingcheng 编写时间:2009-10-13 修改时间:2009-10-13
LMSRLS
- 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 an
LMS-RLSAdaptiveFilter
- 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 affect
rls-and-lms-Matlab
- rls和LMS的MATLAB仿真程序,供大家参考-rls and LMS in the MATLAB simulation program, for your reference
lms-rls-mlse
- THis transceiver system simulation to display ber vs SNR. TRansceiver is about BER comparison between LMS-RLS and MLSE receiver to invers the rayleigh fading channel. The content of system is modulation, pilot adder, awgn and rayleigh fading channel,
LMS-RLS
- 包含用MATLAB编写的LMS算法和RLS算法的比较程序,运行正确-Contains LMS algorithm using MATLAB and the RLS algorithm comparison, the running correctly