AugmentedLagrangianAlgorithms

当信噪比较大时，采用广义最小二乘法可能会出现多个局部收敛点，解决这个问题的方法可用多级最小二乘法，一般来说多级最小二乘法包含三级辨识过程。利用输入输出数据，通过多级最小二乘法，可分别求的辅助模型，过程模型和噪声模型的参数估计值。在高噪声的情况下，多级最小二乘法明显优于广义最小二乘法，其收敛点唯一。(When the signal noise ratio (SNR), and by use of the generalized least squares method may appear more local convergence point, the way of solving this problem can be used multistage least squares method, and generally multistage least squares method includes three identification process. Using input/output data, through the multistage least squares, respectively for the auxiliary model, process model and noise model parameter estimation. In the high noise, multistage least squares method is obviously superior to the generalized least squares method, and its convergence point only.)

Matlab source code on fuzzy logic

Gabor滤波器的纹理特征提取 具有很不错的性能 比较基础 (Gabor filter texture feature extraction)

估计随机信号的概率密度分布和累计密度分布(Estimate the probability density of random signal distribution and density distributio)

朴素贝叶斯matlab实现，基于matlab编程(Naive Bayes matlab to achieve, based on the matlab programming)

计算信号的短时傅里叶变换。用法见函数说明。(Short-time Fourier transform calculation signals. Usage See function description.)

逆变器的调制方法有多种，如单极性调制，双极性调制，单极倍频调制等，此处是单极性调制，并给出单极性调制发生器(There are many modulation methods for inverters, such as unipolar modulation, bipolar modulation, unipolar frequency modulation, etc. This is unipolar modulation, and a unipolar modulation generator is given)

RANSAC image registration software

说明：  用于画出lorenz的利亚普诺夫指数，该文件算法优秀，比同类程序运算速度快很多(Draw for the Australian Punuo Fu Index lorenz)

matlab语法大全，详细描述MATLAB具体功能matlab语法大全，详细描述MATLAB具体功能(Matlab syntax, detailing the matlab specific function grammar books, matlab detailed specific matlab functions)