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These are codes for system identification using various algorithm like LMS,RLS,PSO+FLA-These are codes for system identification using various algorithm like LMS,RLS,PSO+FLANN
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系统辨识,IRELS和RRELS辨识算法,MATLAB程序源代码和文档报告(word,pdf)-System identification, IRELS and RRELS identification algorithm, MATLAB program source code and documentation report (word, pdf)
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系统辨识作业 考虑如下模型
z(k)-1.5z(k-1)+0.7z(k-2)=u(k-1)+0.5u(k-2)+v(k)
其中v(k)是均值为0,方差为1的白噪声。根据模型生成数据,采用递推最小二乘法对模型参数进行辨识,要求绘出各参数随时间的变化曲线。
-"System identification" computer test 。Consider the following model
Z (k) to 1.5 of z (k- 1)+ 0.7 z (k- 2) = u (k-
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1、经典粒子群算法
2、一次最小二乘法(LS)
3、递推最小二乘算法(RLS)
4、确定性系统的递推梯度校正参数估计(RGC)
5、递推极大似然参数估计算法(RML)-1、Classical particle swarm optimization algorithm matlab code
2、Various types of system identification algorithm
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:首先介绍了系统辨识的基本原理,简要介绍了Matlab中系统辨识
的实现方法。并结合具体的例子,显示Matlab系统辨识工具箱在系统辨
识中的强大功能和辨识快速准确等优点。-This paper introduces the basic theory of System Identification,the
realization method in Matlab and presents the strong function of System
Identification
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用于现代信号分析与处理课程,系统辨识、维纳滤波和自适应滤波-Used in modern signal analysis and processing programs, system identification, Wiener filtering and adaptive filtering
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系统辨识算法源代码 系统辨识与MATLAB仿真程序与剖析夹-System identification algorithm
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基于MATLAB开发环境的系统辨识例程,包括五个例子,涉及到最小二乘等不同的辨识算法-Development environment of system identification based on MATLAB routines, including five examples, involves the identification of different algorithms such as least squares
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用Matlab实现自适应信号处理中的系统辨识,自适应处理器采用自适应线性组合器,未知被控系统采用AR model。用了LMS算法和最速下降法实现。-Realise system identification in adaptive signal processing with matlab.The LMS algorithm and Speedest Descent method are used.
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关于系统辨识和自适应分析的ppt教学分析,通俗易懂。-Ppt teaching analysis on system identification and adaptive analysis, easy to understand.
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System Identification Toolbox
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Nonlinear System Identification: A State-Space Approach
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几个最小二乘法的算例,用于系统识别,测试可行。-Several examples of the least squares method for system identification, testing is feasible.
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系统辨识,给定数据集,用最小二乘法辨识参数,并进行白色性检验-system identification,for the given data set,use RLS to identificate the parameters and conduct white test
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系统辨识与自适应仿真程序,能够辨识出系统的参数,可以运行结果,非常实用的系统辨识程序。-System identification and adaptive simulation program, can identify the system parameters, can run the results, very practical system identification procedures.
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掌握利用相关分析法辩识离散线性系统冲激响应特性的基本步骤和使用要点-System identification
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基本最小二乘,辅助变量最小二乘,相关分析最小二乘三种系统辨识方法对系统进行参数辨识。附实例和所有代码。-rls,ivls,corls for system identification.and a real case plus all matlab code are contained
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System identification new method matlab code.
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非线性系统辨识 的matlab的仿真模型
-Nonlinear System Identification
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系统辨识理论的代码,包括最小二乘法、极大似然法、神经网络辨识算法、梯度算法-System identification theory code, including the method of least squares, maximum likelihood method, neural network identification algorithm, gradient algorithm
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