Description: 各种最小二乘算法总结（算例及Matlab程序）
1、一般最小二乘算法的一次计算法和递推算法
2、遗忘因子最小二乘的一次算法和递推算法
3、限定记忆最小二乘递推算法
4、偏差补偿最小二乘算法
5、增广最小二乘
6、广义最小二乘
7、辅助变量法
8、二步法
9、多级最小二乘
10、Yule-Walker辨识算法
（参考文献：过程辨识，方崇智，清华大学出版社，1988）-Summary of various least-squares algorithm (Matlab examples and procedures) a general least-squares algorithm is a calculation method and the recursive algorithm 2, a forgetting factor least squares algorithm and the recursive algorithm 3, limited memory least-squares recursive algorithm 4, a deviation of penalized least squares algorithms 5, 6 Extended Least Squares, Generalized Least Squares 7, supplementary variable method 8, 9, 2-step, multi-stage least-squares 10, Yule-Walker Identification Algorithm (see literature: the process of identification, Fang Chongzhi, Tsinghua University Press, 1988) Platform: |
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Description: 这是一个最小二乘的算法，很好用于工程，比较适合于集成运算-Least-squares process of the algorithm, the traditional least squares method has been improved, the process is a recursive least-squares algorithm Platform: |
Size: 1024 |
Author:问问 |
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Description: 采用递归的最小二乘算法的自适应滤波器，比LMS算法具有较好的收敛特性和跟踪性能。-Using the recursive least squares algorithm for adaptive filter, LMS algorithm has better than the convergence characteristics and tracking performance. Platform: |
Size: 11264 |
Author:韩一广 |
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Description: 此程序源码，讲述了递推最小二乘算法的具体实现过程，对于初学者具有重要的参考价值-This program source code, described the concrete realization of recursive least squares algorithm process, are an important reference value for beginners Platform: |
Size: 1024 |
Author:xumingfa |
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Description: 利用matlab语言实现递推最小二乘算法，里面包含程序运行时的xls数据-Matlab language implementation using recursive least squares algorithm, which contains the program runs when the xls data Platform: |
Size: 16384 |
Author:tanzhiyun |
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Description: In this presentation the method of least squares will be used to derive a recursive algorithm for automatically adjusting the coefficients of a tapped-delay-line filter, without invoking assumptions on the statistics of the input signals. This procedure, called the recursive least-squares (RLS) algorithm. Platform: |
Size: 2048 |
Author:cengiz |
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Description: 自适应里面的自校正算法，根据最小二乘递归算法实现自校正控制-Adaptive self-tuning algorithm which, according to the recursive least squares algorithm for adaptive control Platform: |
Size: 1024 |
Author:海魄 |
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Description: 本程序是CRLS滤波器基本算法的MATLAB编程，通过该程序大家可以看到最小递归二乘算法的良好性能-This procedure is the basic algorithm CRLS filter MATLAB programming, we can see through the process recursive least squares algorithm for the good performance Platform: |
Size: 3072 |
Author:星痕 |
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Description: 运用递推最小二乘法对传感器建模仿真并对其惊醒补偿-Recursive least squares method using modeling and simulation of sensor and compensate for its wake Platform: |
Size: 1024 |
Author:未决 |
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Description: 采用白噪声作为输入信号，用递推最小二乘法来进行系统辨识-Using white noise as input signal, using recursive least squares method for system identification Platform: |
Size: 15360 |
Author:卓迅佳 |
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Description: 用MATLAB仿真递推最小二乘法的新方法，但不是很完善，有待改进-Recursive least squares method using MATLAB simulation of the new method, but not perfect, room for improvement Platform: |
Size: 1024 |
Author:young stone |
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Description: 快速卡尔曼算法是递推最小二乘算法中的一种, 它的收敛速度比梯度算法快得多,
其计算量又比常规卡尔曼算法少得多, 特别适合于跟踪像电离层这样的快变化时变信道。 本文对
用于自适应均衡的快速卡尔曼算法进行了详细研究。-Fast Kalman algo r ithm is one of recursive least squares algo r ithm s . It has much
faster equalizer convergence than the gradient algo r ithm. Its comp lexity is much less than con2
ver t i onal Kalman algo r ithm. It par t icular ly adap ts to t rack rap id var iat i on of a communicat i on
channel as an i ono sphere . In th is paper fast Kalman algo r ithm app lying to a decisi on feedback e2
qualizer has been exhaust ively researched . Platform: |
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Author:张海洋 |
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Description: 简单介绍了RLS算法(递推最小二乘算法)，附带程序能够实现RLS的仿真，并且仿真效果较好。-A brief introduction of the RLS algorithm (recursive least squares algorithm), RLS can be achieved with the simulation program and simulation is better. Platform: |
Size: 23552 |
Author:tiana |
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Description: 基于四个移位寄存器的最小二乘递推算法辨识程序-Shift register based on the four identification procedures recursive least squares algorithm Platform: |
Size: 43008 |
Author:史晓茹 |
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Description: matlab 最小二乘线性回归 递推法 源码，解决线性回归中的病态方程问题-recursive least squares linear regression method matlab source code, solve the equation of linear regression of pathological problems Platform: |
Size: 229376 |
Author:boolean |
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Search - recursive least squares