我课设编写的卡尔曼滤波用于组合导航算法测试例程

有关于MATLAB的在数字信号处理方面的书籍，介绍了MATLAB的基本功能(On the MATLAB signal processing in digital books, introduces the basic functions of MATLAB)

实现图像的配准 并画MI曲线,直接运行 很好用(2D image registration it is very helpful for us)

基于PCA和白化的数据预处理操作，PCA具有两个功能：维数约减和数据可视化；白化的目的是去掉数据之间的相关性。深度学习的一个主要工作就是数据的预处理(Based on PCA and data pre-whitening operation, PCA has two functions: dimensionality reduction and data visualization whitening purpose is to remove the correlation between the data. One of the main work is to study the depth of pre-processed data)

说明：  k-means,DB-SCAN,基于密度峰值的聚类算法的matlab简单实践Clustering-matlab-master(k-means,DB-SCAN,Clustering-matlab-master of Simple practice of matlab based on density Peak clustering)

双向PCS控制仿真，isodata 迭代自组织的数据分析，是学习PCA特征提取的很好的学习资料，课程设计时编写的matlab程序代码，MIT人工智能实验室的目标识别的源码,阐述了负荷预测的应用研究。

SERIES CASCADED MULTI-LEVEL SWITCH MODE MOTOR CONTROLLER

Digital Modulation and Demodulation

使用pid方法控制单级倒立摆，解压后把两个文件放在同一个文件夹里双击nn_pid.m就行了(Pid way to control the use of single-stage inverted pendulum, after extracting the two files in one folder double-click on the list nn_pid.m)

瑞利衰落信道的matlab源程序，可以单独运行。 - Rayleigh fading channels Matlab source that can run.(Rayleigh fading channels Matlab source that can run.)

This Algorithm comutes demagnetizig tensor from Newell Paper[1] between two rectangular shape elements.Main function is and there is equivallent function written in c-language, you can use it to compile mex file.This script can be used in field of micromagnetics and finite difference magnetic simulation software. 1. A.J. Newell, W. Williams, D.J. Dunlop, J. Geophys. Res. 98, 9551 (1993).