GMGA

Kevin Murphy编写的CRF条件随机场的matlab工具包，可用于图像处理建模等。(Kevin Murphy for the preparation of the CRF with the airport Matlab tool kits Image processing can be used for modeling.)

本文详细介绍了利用工具箱实现BP算法，很不错！(This paper describes the use of the toolbox achieve BP algorithm, very good!)

用MATLAB语言仿真实现CDMA系统中开环下发射分集的系统性能仿真(using MATLAB Simulation CDMA system under open-loop transmit diversity of system performance simulation)

对于一个给定二进制 MAC帧， 在 MATLAB 环境下编程，解析出MAC帧中的具体信息。 (For a given binary MAC frame in the MATLAB environment programming, parsing out the specific information in the MAC frame.)

Clustering an image using k-means algorithm

仿射，图像变换，选取图像四个角点，进行图像变换(Click to select the four corners of the image affine transformation point)

先归一化输入输出参数，用KMens优化RBF神经网络中心值，然后计算隐节点数据中心间的距离（矩阵），得到各隐节点的扩展常数（宽度），接着用最小二乘法得到各隐节点的输出权值，对数据进行反归一化，并绘图得到神经网络输出与测试集图，同时进行性能评价(First, the input and output parameters are normalized, the central value of the RBF neural network is optimized by KMens, then the distance (matrix) between the data centers of the hidden nodes is calculated, and the extended constant (width) of the hidden nodes is obtained. Then the output weights of the hidden nodes are obtained by the least square method, and the data are back normalized, and the neural network is drawn. Output and test set diagrams, and performance evaluation)

运用matlab进行EXCEL文件读取程序，希望对大家有帮助！(EXCEL file using matlab to read the program, want to help you!)

LED单珠光源的特性对配光具有重要影响，本程序从配光要求这个角度对不同厂家的LED灯的质量进行分析。(the property of LED is very important for using, and the program can envalue the quality of LED light source.)

This program includes the Simpson s Equation for Gaussian Ellimination method implemented in matlab.