MATLAB-Demystified

IT IS FOR MATLAB PROJECT

Range-Free Localization Schemes for Large Scale

本人根据卡尔曼滤波原理，编写的Kalman小程序，简单可用！(I based on the principle of Kalman filtering, Kalman write small programs, simply available!)

预测函数控制作为第三代的MPC。是一种优秀的控制算法，此程序针对大惯性，大时滞对象实现了准确的控制，并且有详尽的程序注释，还原下载(As a third-generation predictive function control of MPC. Is an excellent control algorithm, this procedure for large inertia, large delay to achieve a precise control of the object, and a detailed program notes, reduction downloads)

Linear regression with regularization

说明：  MATLAB/Asimulink实现T型三电平逆变电路的SVPWM控制，压缩包中含模型与参考论文。matlab版本2018a。(MATLAB/Asimulink to achieve the T - type three - level inverter SVPWM control, compression package with model and reference paper.Matlab 2018a.)

该程序是Weickert提出的结构张量扩散去噪模型。(The program corresponds to the structure tensor diffusion denoising model which is proposed by Weickert )

Expectation Maximization (EM) Algorithm for Gaussian Mixture Model

一种改进的自适应滤波算法,它通过选择自适应滤波器的系数更新时间间隔,在系统的收敛速度与计算量之间取得折衷 算法在每次系数更新时,利用了系统过去时刻数据(An improved adaptive filtering algorithm, it by selecting the adaptive filter coefficient update interval, the convergence rate and the trade-off between computation algorithm to update each coefficient, the use of the system data over the past time)

说明：  自编二值算术编码算法的matlab演示。从text.txt读取信息，编码过程及结果由matlab图形演示(binary arithmetic coding algorithm matlab demo. Reading information from Text.txt and the encoding process and the results are showed by the matlab graphics demo step by step.)