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用VB编写的参数估计带遗忘因子递推最小二乘法仿真(RLS)-VB prepared using the parameters estimated with forgetting factor recursive least squares method Simulation (RLS)
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功能描述:用matlab语言实现RLS自适应算法
函数名:RLS_Algo
输入参数:
(1)M:滤波器的阶数
(2)N:LMS算法迭代的次数
(3)lamda:遗忘因子
(4)xn:LMS算法的输入序列
输出参数:
(1)系数矢量A
调用函数:无
被调用:
作者:mingcheng
编写时间:2009-10-13
修改时间:2009-10-13
版本:V1.0 -Function Descr
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kalman filter with Forgetting factor RLS algorithm
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基于matlab的遗忘因子最小二乘递推算法辨识程序-Matlab-based forgetting factor RLS identification procedures
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本程序基于一阶AR模型,u(n)=-0.99u(n-1)+v(n)的线性预测。白噪声v(n)方差0.995.FIR滤波器的抽头数为2.遗忘因子0.98.用RLS算法实现u(n)的线性预测。并附有仿真图片-This procedure is based on a first-order AR model, u (n) =-0.99u (n-1)+v (n) of the linear prediction. White noise v (n) the number of taps of the t
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recursive least squares (RLS) with forgetting factor
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递推最小二乘法。可设计带遗忘因子的最小二乘法-Recursive least square method. Least squares method with forgetting factor
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基本最小二乘法、加权最小二乘法(包括一次完成、递推算法)、最小二乘适应算法(包括遗忘因子法、限定记忆法)以及进行偏差补偿的最小二乘法,有详细的文档说明,程序注释也很详尽-The basic method of least squares, weighted least squares method (including a complete, recursive algorithm), least squares adaptation algorithm (including forgettin
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锂离子电池内部参数辨识,带有遗忘因子的最小二乘算法(Internal parameter identification of lithium ion battery and least square algorithm with forgetting factor)
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