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AR_LMS
- 一阶AR模型使用LMS算法,使用M=2,M=3两种滤波器,步长已选择-A first-order AR model uses the LMS algorithm, M = 2, m = 3 two filters, the step size has been selected
lsl_lms
- 自适应滤波器设计,信号模型是AR模型,实现LSL和LMS,并进行比较。-adaptive filter design in which original signal is produced by AR model. LSL and LMS are contained in this file.
AR-model-with-rls-and-lms
- 代码实现了二阶AR模型的最优权值递推,使用了LMS和RLS两种方法,对二者性能进行了比较,分别进行了单次和100次平均进行性能观察,并且仿真了不同步长因子对LMS算法的影响以及不同lamda值对RLS算法的影响。文档包含了模型的详细介绍以及2种方法的理论仿真和结果分析。代码以附在之后。-Code to achieve the optimum weights recursive second order AR model, the use of LMS and RLS are two method
LMS
- (1)LMS子程序,简单好用,编写主程序直接调用就可以 (2)实现计算二阶AR过程的理论学习曲线与实际曲线(LMS subroutine(easy to use)and realize the theoretical learning curve and actual curve for calculating the second-order AR process)