Optimal-design-of-PID-parameter

LMS的算法自适应均衡性能分析，很好的学习资料(Adaptive LMS algorithm balanced performance analysis )

基于MATLAB自编kpca和pca源程序，内附运行数据，多次运行无误。谢谢(Based on MATLAB and self kpca pca source, containing operating data, multiple runs correctly. Thank you)

Aperture Radar Imaging reference material.

使用matlab进行8psk调制与解调的代码，里面还有滚降滤波器等代码(Using MATLAB for 8PSK modulation and demodulation of the code, there are roll down filter code)

说明：  电话拨号音合成与识别MATLAB程序代码，用于信号处理综合应用中(Telephone dial tone synthesis and recognition MATLAB code for the application of signal processing integrated)

程序展示了使用EM algorithm来训练GMM(Gaussian Mixture Model)来进行binary classification。(Program demonstrates the use of EM algorithm to train the GMM (Gaussian Mixture Model) for binary classification.)

基于双闭环矢量控制的永磁直驱风电系统的并网模型，输出功率和直流电压波形理想(Grid- connected model of permanent magnet direct drive wind power system based on double closed- loop vector control and Output power and DC voltage waveform are ideal)

本文件对PID参数kp,ki,kd进行寻优，以ITAE作为指标函数。 PSO 文件中有详细的参数设置和寻优过程 GA寻优与PSO寻优作为对比出现 figure1展示了随着迭代次数的变化，适应度函数的收敛情况 figure2展示了kp,ki,kd的迭代情况 ht 文件是用来画图的 问题解决思路.pdf 简要介绍了粒子群算法寻优的过程(In this document, the PID parameters KP, Ki, KD are optimized, and ITAE is used as the index function. PSO file has detailed parameter settings and optimization process GA optimization and PSO optimization as a contrast appear Figure1 shows the convergence of fitness function as the number of iterations changes Figure2 shows the iterations of KP, Ki, and KD The HT file is used for drawing The problem solving idea.Pdf briefly introduces the process of particle swarm optimization)

说明：  matlab在通信工程的应用以及matlab在曲线拟合和函数图像的应用(matlab works in communications applications, as well as matlab curve fitting and function in the application of image)

该文件是一个matlab程序，该程序是用来求出一个二值图像的面积，已经检验运行成功！(The file is a matlab program that is used to derive a binary image of the area, has been tested to run successfully!)