10booksaboutmatlab01

opta算法 简单的实现了opta算法用来细化指纹图像(opta algorithm)

A good book for robotics system development in Matlab.

This program uses the waterfilling to compute capacity

用于产生FSK信号的程序，调用该函数直接产生FSK信号(used to proceed fsk signal, and it is very useful in signal processing)

生成一系列X-Y多项式的程序，当你输入K值时，可以生成K（K-1）/2个基函数。可以直接调用(Generates a series of x-y polynomial program, when you enter K value, can generate K (K- 1)/2 basis functions.You can directly call)

说明：  估计随机信号的样本自相关序列。先以白噪声 为例(Random signal is estimated that the sample autocorrelation sequences. First used white noise as an example)

ica 独立主成分分析 包括中心化和白化等预处理(ica independent principal component analysis, including the center and bleaching pretreatment)

对曲线进行拟合，使得最后拟合的数据与元数据的误差最小(The curve fitting, so that the final fitting of the data with the metadata minimum error)

离群点检测的算法，适应于MATLAB，包含关于距离和LOF的聚类算法(Outlier detection algorithm, adapted to MATLAB, including distance and LOF clustering algorithm)

EMD或者LMD的能量密度与其平均周期的乘积K值，当K值发生较大变化的时候，证实该分量为白噪声，可以剔除，将剩下的分量进行重构，达到去噪的目的。(The product of K EMD or LMD energy density and average cycle value when the K value was changed greatly, the component for white noise can be eliminated, the remaining components are reconstructed to achieve the purpose of de-noising.)