Relay-Feedback-Auto-Tuning-of-PID-Controllers

基于matlab GUI界面设计,LYYWKyo参数数学方法是部分子空间法，采用了小波去噪的思想，BP神经网络用于函数拟合与模式识别，PnTuuBt条件包含特征值与特征向量的提取、训练样本以及最后的识别，包括主成分分析、因子分析、贝叶斯分析。( Based on matlab GUI interface design, LYYWKyo parameter Mathematics is part of the subspace, Using wavelet denoising thought, BP neural network function fitting and pattern recognition, PnTuuBt condition Contains the eigenvalue and eigenvector extraction, the training sample, and the final recognition, Including principal component analysis, factor analysis, Bayesian analysis.)

NMF矩阵分解算法可用于高维数据分解和降维处理分析。(NMF matrix decomposition algorithm can be used for high-dimensional data decomposition and dimension reduction analysis.)

说明：  基于MATLAB的神经网络实例运用学习; BP神经网络知识(an example of neural network)

mmread funtion In MATLAB code format

These file contains an implementation of eigenfaces for MAtlab

极大似然法，估算已知结点的位置，求出误差(Maximum likelihood method to estimate the location of known nodes, find the error)

用于随机数据的数据预处理，没有解压密码，直接使用(random data for the data preprocessing, not extracting passwords used directly)

在MATLAB仿真环境下进行的QPSK和BPSK的性能仿真，内容较细致(QPSK and BPSK performance simulation in the MATLAB simulation environment, in greater detail)

说明：  fastica的一个例子，初入门的同学可以参考一下。(example for fastica)

说明：  我们分别用FFT和FIR方法实现MTD处理，并进行比较(We were achieved with the FFT and FIR methods MTD treatment, and compared)