matalb-zero-to-advanced-code-files

FASTICA_2.5 ,独立主成分分析(FASTICA_2.5, independent principal component analysis)

Model Predictive Control code using Matlab software: How Plants Are Used In Model Predictive Control. Blocking and typical Sampling Instant. Prediction and Control Horizons.

matlab 的模糊控制代码 包括隶属函数仿真程序 模糊系统隶属函数设计(The matlab fuzzy control code Including the membership function simulation program membership function fuzzy system design)

PLS部分最小二乘工具箱,包括广义互相关函数GCC时延估计，车牌识别定位程序的部分功能，均值便宜跟踪的示例，鲁棒性好，性能优越，使用大量的有限元法求解偏微分方程。(PLS PLS toolbox, Including the generalized cross-correlation function GCC time delay estimation, Part of the license plate recognition locator feature, Example tracking mean cheap, Robustness, superior performance, Using a large number of finite element method to solve partial differential equations.)

K-means is a clustering algorithm In the beginning we determine number of cluster K and we assume the centroid or center of these clusters. We can take any random objects as the initial centroids or the first K objects in sequence can also serve as the initial centroids. There are two function for that the kMeanCluster and distMatrix

Logistic Regression Classifier

经典的信息论准则估计信号源个数。 使用空间谱估计理论，模拟发射信号由天线阵列接受采样。经过AIC和MDL两种算法，估计出采样序列中信号的个数，所加噪声是白噪声。(Classical information theory for sources number estimation. It s spatial spectrum estimation theory. it analogs transmission signal from the antenna array . It uses two algorithms“ AIC and MDL ”to estimate the number of sampled signal sequence. the added noise is white noise.)

上数字信号处理课程初期 自己用matlab写的几个数字信号处理的函数 仅供参考哈 (Early on digital signal processing program to write their own use matlab function of several digital signal processing for reference only Kazakhstan)

扩展卡尔曼滤波 无迹卡尔曼滤波 粒子滤波(EKF UKF PF)

朔黄重载铁路轨道不平顺谱计算程序,能计算其轨距不平顺谱，并与国内外统计谱进行对比(the calculating programer of Shuohuang Heavy Hual railway of track irregularity,it can calculate the guage irregularity spectrum,and contrast with the foreignal and national statistic spectrum)