System-Identification

MATLAB 使用教程 非常简单易懂(MATLAB tutorial is very simple and straightforward to use)

说明：  产生伪随机噪声的MATLAB程序，在通信系统仿真可以用到(produce pseudo-random noise MATLAB procedures, the communications system simulation can be used)

基于龙格库塔法的Matlab数值积分函数,每一步都非常清楚完整的解释出来(Based on the Runge-Kutta method of the Matlab numerical integration function, every step is very clear complete explanation out)

包括MATLAB的简单函数命令功能。。。可以用来学习Matlab，都是些能实现一定功能的代码！M-file的格式。有50多个代码。(Including simple MATLAB function command function. . . Matlab, are more able to achieve a certain function code can be used to learn! M-file format. There are more than 50 code.)

matlab编写的SVDD分类器源代码，可以直接应用(the code of SVDD which could used directly on matlab )

小波包分析提取振动信号中的特征频率，包含优化类的几个简单示例程序，MIT人工智能实验室的目标识别的源码。( Wavelet packet analysis to extract vibration signal characteristic frequency, Optimization class contains several simple sample programs, MIT Artificial Intelligence Laboratory identification of the target source.)

雨流计数法，采用时间轴转成竖直向下，然后依据下雨流水的模式计算各极值，形成局部循环(Rain-flow counting method, using the timeline into a vertically downward, and then based on the pattern of rain water each extremal form a partial circle)

文献“Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization”的matlab仿真源码(Matlab simulation source literature Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization " )

说明：  matlab，gui 经典例子，学习很有用，(GUI classic examples, learning is very useful)

MATLAB三种卡尔曼滤波对比，分别是扩展卡尔曼滤波EKF，不敏卡尔曼滤波UKF，粒子滤波PF。有跟踪效果和估计值误差。(MATLAB the three Kalman filtering contrast, extended Kalman filter EKF, Unscented Kalman Filter UKF, particle filter PF. Tracking effect and the estimated value of the error.)