framework

非线性多网格方法进行图像处理的程序，采用二重网格法进行图像去噪，中间插值用九点延拓(Non-linear multi-grid method for image processing procedure for the two-grid method for image denoising, in the middle with 9:00 interpolation Extension)

说明：  由matlab开发的hybrid系统的描述语言，用于系统的建模、仿真、最优控制等。(from Matlab development of the hybrid system description language for the modeling, simulation, Optimal control.)

文中的方法是把图像分块，小波分解得到低频分量、高频分量，然后计算每一块的对比度，把图像块划分为清晰块、模糊块，把清晰块和模糊块相邻的区域定义为边界区域，融合时，直接选取清晰块作为融合后的相应块，对于边界区域，在小波分解的基础上采用基于对比度的像素选取的方法进行处理。(Paper, the method is to image segmentation, wavelet decomposition are low frequency, high frequency components, then calculate the contrast of each piece, the image block is divided into clear blocks, fuzzy block, to clear blocks and fuzzy block is defined as the border region adjacent to area, integration time, a clear block directly select the corresponding block as a fusion, for the border region, the wavelet decomposition on the basis of the pixel-based contrast method selected for processing.)

基于matlab的连续信号的实现，包括常见的抽样函数，矩形，三角等信号(Achieve the matlab continuous signal, including the common sampling function, rectangular, triangular signal)

分类与回归。Matlab的工具箱是围绕一个快速LS-SVM训练和模拟算法。该相应的功能调用可以用于分类以及为函数估计。该功能plotlssvm显示模型的模拟结果，在训练的区域点。(The Matlab toolbox is built around a fast LS-SVM training and simulation algorithm. The corresponding function calls can be used for classification as well as for function estimation. The function plotlssvm displays the simulation results of the model in the region of the training points.)

利用三种不同原理产生随机数的方法，种子可以随意变换(Using three different principle methods for generating random Numbers, seeds can be changed at will )

拉格朗日立方插值算法源代码，可以直接使用的。(Lagrange cubic interpolation algorithm source code can be used directly.)

基于欧几里得距离的聚类分析，ofdm系统仿真 含16qam调制 fft 加窗 加cp等模块，matlab实现了五类灰色关联度模型的计算。( Clustering analysis based on Euclidean distance, ofdm system simulation including 16qam modulation fft windowing modules plus cp, matlab implements five gray correlation degree computing model.)

说明：  采用信号处理算法中的经验模态分解可用于设备故障检测的信号特征提取(The signal processing algorithm can be used for equipment fault detection)

粒子滤波的基本算法，源自N.J.Gordon的1993年的论文(It s the basic algorism of particle filter, extracting from the paper of N.J.Gordon in 1993)