Autonomous-Systems

自己写的混沌优化算法，有注释，算法简单，适合学习(Chaos Optimization Algorithm for his writing, there are notes, simple algorithm for learning)

小型电网，模拟小型电网做的关于MATLAB的simulink图，适合初学者学习和利用，可以扩充和修改。(Mini-grids, analog mini-grids made ​ ​ on MATLAB simulink diagram, suitable for beginners to learn and use, can be expanded and modified.)

this is thesis about digit recognition, it is very useful for one to understand how to write in matlab code

很完整经典的多输入多输出正交频分复用技术的联合仿真，用MATLAB 搭建仿真平台，包括个其整个过程，有20个M文件及很多个数据文件，可对MIMOOFDM技术进行全面评估(mimo-ofdm matlab)

串口通信，科学计算器，密码登陆框，摇奖台的matlab程序,对matlab编程人员帮助很大。内含四种界面程序，可直接运行，可配套学习资料学习(Routine for a matlab gui Notes of a design study, supporting the set of learning materials to learn Matlab. This program includes serial communication, Tetris, scientific calculator, password login box, ERNIE station matlab program can be run directly, of great help to the development of other programs)

matalab生成exe文件的多种方法 很全的啊 可以试试(exe files matalab generated a very wide variety of methods, ah, you can try)

sao the code simulate OFDM in telecom

数字信号处理工具箱，常用的函数,希望对大家有帮助(DSP)

Principal component analysis (PCA) is a popular tool for linear dimensionality reduction and feature extraction. Kernel PCA is the nonlinear form of PCA, which is promising in exposing the more complicated correlation between original high-dimensional features. In this paper, we first talk about the basic ideas of PCA and kernel PCA, and then focus on the reconstruction of pre-images for kernel PCA. We also give an introduction on how PCA is used in active shape models (ASMs), and discuss how kernel PCA can be applied to improve traditional ASMs. Then we show some experiment results to compare the performance of kernel PCA and traditional PCA for pattern classification. We also implement the kernel PCA-based ASMs, and use it to construct human face models.

用MATLAB程序软件完成Z-N法对控制器的参数整定，实现P,PI,PID控制器的分别参数整定，并求出控制器的控制参数Kp，Ti，Td。最后绘制出不同控制器控制下的及参数整定前后的单位阶跃响应图进行比较。(MATLAB program software is used to complete the parameter tuning of the controller by Z-N method. The parameters of P, PI, PID controller are adjusted, and the control parameters of the controller Kp, Ti, Td are obtained. Finally, the unit step response diagram before and after parameter tuning is plotted under different controller control.)