PSO-Standard-algorithm-t

重要参数的提取，是本科毕设的题目，可以实现模式识别领域的数据的分类及回归，进行逐步线性回归，构成不同频率的调制信号，正确率可以达到98％，在MATLAB中求图像纹理特征。( Extract important parameters, The title of the commercial is undergraduate course you You can achieve data classification and regression pattern recognition, Stepwise linear regression, Constituting the modulated signals of different frequencies, Accuracy can reach 98 , In the MATLAB image texture feature.)

Code for the book "DSP for MATLAB and LabView III: Digital Filter Design".

多变量PID控制的simulink仿真，用S函数(Multivariable PID control simulink simulation, with S function)

三层平板光波导，计算有效折射率，求解波导色散,(Three planar waveguides, calculate the effective refractive index of the waveguide dispersion solution,)

磁流变限界半主动最优控制：采用基于状态反馈线性二次最优控制算法可确定半主动控制中所需的最优控制力(clipped optimal semi-active control algorithm)

使用GUI实现的串口编程例子，MATLAB调试环境下的多路串口数据实时绘图显示，具有良好的界面，使用了gpFzXf协议和 gpFzXf协议进行传输。 (GUI programming examples use the serial implementation, multi-channel serial data in real-time graphics display MATLAB debugging environment, has a good interface, use the gpFzXf and gpFzXf protocol for transmission protocol. )

说明：  matlab仿真估计多普勒中心频率，通过图像偏移法，(estimation of doppler center)

分数阶PID比一般PID多了2个可调参数，实现了常规PID所无法实现的控制功能，并且更精确有效(Fractional PID PID more than two adjustable parameters, and can not be achieved by the conventional PID control functions, and more accurate and efficient)

基于FFT的插值估计频率算法，matlab代码(Estimated based on the frequency interpolation of FFT algorithm, matlab code)

Forward kinematics for Stewart Platform with fixed actuators