System-identification-and-Matlab

the source is in the "Applied Numerical Methods Using MATLAB-Won Young Yang, Wenwu Cao, Tae-Sang Chung, John Morris-Wiley-Interscience (2005)"

数据矩阵运用非负矩阵分解算法，分解得到两个低维矩阵，并用于信号分离。(The data matrix is decomposed into two low-dimensional matrices by non-negative matrix decomposition algorithm and used for signal separation.)

本程序的功能是：程序复位后，数码管从0开始显示数字，直到99，然而又从0到99循环显示(control the digital led from 0 to 99,then back to 0 and repeat 0 to 99.)

用matlab便的支持向量机预测方面的界面，希望对大家有用。(using Matlab would support vector machine interface projections, we hope that the right useful.)

无迹卡尔曼滤波，摒弃了对非线性函数进行线性化的传统做法，采用卡尔曼线性滤波框架，对于一步预测方程，使用无迹(UT)变换来处理均值和协方差的非线性传递，就成为UKF算法(Unscented Kalman filter, eliminating the linearization of the nonlinear function of the traditional practice of using a linear Kalman filter framework for further prediction equation, using unscented (UT) transformation to handle nonlinear transfer mean and covariance, it become UKF Algorithm)

AWGN channel simulation with Golay coding. Modulation method is BPSK. BER curve is provided.

利用Matlab开发的蚁群聚类算法，实例仿真过，比较好。(Developed using Matlab ant colony clustering algorithm, simulation examples too, is better.)

Random process function codes for communication engineering students to understand the concept of statistical analysis.

This is the program to find the local minima of the histogram and then to find the smooth function of the graph

R_K分析法，语句简单易懂，结构简单可以广为使用(R_K analysis, the statement is straightforward, simple structure and can be widely used)