RandomMatrixTheory-Exercise

matlab的实验资料讲义，非常适合初学者使用，来源于北京邮电大学(Experimental data matlab notes, very suitable for beginners to use, from the Beijing University of Posts and Telecommunications)

< Cross.Platform.GUI.Programming.with.wxWidgets>>中译本PDF格式制(<Cross.Platform.GUI.Programming.with.wxWidgets>> in PDF format translation system)

线性定常系统的频域分析方法matlab仿真程序(Linear time-invariant system frequency domain analysis methods matlab simulation program)

生成一个采样频率2000，由50Hz、120Hz、200Hz正弦信号以及噪声信号组成的数字信号，滤掉150Hz>f>100Hz的频率，计算并显示滤波前后的原始数据波形以及功率谱密度。(A sampling frequency of 2000, a digital signal composed of 50Hz, 120Hz, 200Hz sine and noise signals, is generated to filter out the frequency of 150Hz>f>100Hz and to calculate and display the original data waveforms and the power spectral density before and after the filtering.)

说明：  介绍了基本优化方法，比如基本的牛顿法，拟牛顿法，以及相关的约束最优化方法如拉格朗日乘子法等(optimization method)

这是一个利用MATLAB利用PCA实现的简单分类程序，对于模式识别的初学者学习PCA知识并进行仿真会有很大帮助，其中male.txt和female.txt是训练样本，test.txt是测试样本，分类效果非常好。(This is a use of MATLAB to use a simple classification of the PCA implementation process, the PCA pattern recognition study for beginners and simulation of knowledge would be of considerable help, and one of male.txt samples female.txt training, test.txt is the measurement, very good classification results.)

Numerically approximates the double integral of a standard bivariate Normal distribution

机器人的psd路径规划策略，非常好的例子，是基于vc++平台的(robot psd )

说明：  matlab实现kalman滤波的一个很好例程，描述kalman实现的过程，对入门有很好的参考意义(matlab kalman filter to achieve a good routine, described kalman implementation process, a good reference on the significance of entry)

对图像的相关性进行算法研究，制定图像压缩算法(The correlation between the image algorithm, image compression algorithm developed)