KALMAN-filter-using-matlab

偏最小二乘法PLS广泛应用于很多领域。这个程序包提供了一个函数，使用非线性迭代偏最小二乘法NIPALS算法，实现PLS回归。同时包含NIPALS算法的教程(PLS PLS is widely used in many areas. This package provides a function, use of non-linear iterative partial least squares algorithm NIPALS achieve PLS regression. NIPALS algorithm contains tutorials)

调用MATLAB7 Compiler 产生共享库程序的方法介绍，有如下的大致结构： 1．声明变量或者是函数作为输入变量； 2． 调用 mclInitalizeApplication函数，并测试是否成功，该函数设置了一个全局的MCR 状态，并且构建MCR实例； 3． 对于每个库，调用一次<libraryname>Initalize函数，为库创建一个MCR 实例； 4． 调用库中的函数，并处理其结果（这是程序的主要部分）； 5． 为每个库调用一次<libraryname>Terminate函数，用于注销相联系的MCR； 6． 调用 mclTerminateApplication函数，释放与全局MCR状态相联系的资源； 7． 清除变换，关闭文件等，然后退出。(VC+ MATLAB7 C Shared Library Target)

waveform length feature extraction

表面肌电信号常见时域频域MATLAB程序(Surface realm signal common time domain frequency domain MATLAB program)

This the indcution machine simulink model which is designed as per the dynamic equation of the induction machine. reference is IEEE"simulink Impletation of the Induction Machine Model---A modular Approach... all the details is provided in the paper for more information please refer this paper

基于高斯过程的约束谱聚类，lu zhengdong的论文cvpr08的实现代码，算法可以直接运行，其中含有两个demo(constrained spectral clustering through affinity propogation)

非平衡数据集的分类问题经常出现在许多实际应用中.支持向量机在处理这一类问题时,整体分类性能比较低.为此,Veropoulos提出的采用不同惩罚系数的改进算法可以较好的解决此类问题.此外,可以利用序列最小优化算法简单快速的解决上述优化问题.(Non-equilibrium data sets classification problems often appear in many practical applications. Support Vector Machine in dealing with this type of issue, the overall classification performance is relatively low. To this end, Veropoulos proposed punishment coefficient using different algorithms can improve the better solution such issues. In addition, can use the Sequential Minimal Optimization algorithm is simple and fast solution to the above optimization problem.)

说明：  编程计算图形的面积。程序可以计算圆形，长方形，正方形的面积，运行时先提示用户选择图形的类型，然后，对圆形要求用户输入半径值，对长方形要求用户输入长和宽的值，对正方形要求用户输入边长得值，计算出面积的值后将其显示出来。(Calculate the area of graphics programming. Program can calculate the round, rectangular, square area, run-time prompts the user to first select the type of graph, and then the radius of the circle requires the user to input the value of the rectangle requires the user to input the length and width values, requires the user to input side of the square grow the value to calculate the value of the area after the show.)

讲故事小程序，自定义人物事件，GUI功能展示。(Storytelling applet, custom characters and events, GUI functions show.)

第6章 矩阵特征值计算.zip。是从书中光盘里拷贝的代码，放在这里与大家共享，希望对大家有帮助。(Chapter 6 matrix eigenvalue calculation)