Gaussian-mixture-modeling

A Guide to MATLAB Object-Oriented Programming - Andy H. Register

利用matlab实现了对于通话排队论阻塞率的仿真(Simulation on the blocking rate)

Personal Communications Services (PCS) require low-power radio technologies. One such transceiver architecture employing frequency-hopped spread spectrum techniques is described. Low power and robustness are two keys to a wireless personal communications device.

脑电信号处理的各种方法包括功率谱估计方法得得得(The various methods of EEG Signal Processing)

说明：  模拟退火法的工具箱函数集合，用来做两城之间距离问题。(satools is best.)

All papers on encoding schemes- convolution and LDPC

For training two-layer perceptrons using steepest descent.

说明：  ① 样本数据从MATLAB命令窗口或新建一M文件作为数据输入文件，样本输入变量名为samin,样本输出变量名samout 样本个数和每个样本的维数可任意，样本输出的个数与样本个数应一致，即保证每个样本都对应一个期望输出，但每个输出的维数不要求与输入的维数相同，可任意； ② 聚类中心的个数（即基函数的个数）可根据实际情况调整；同样可调整参数的还有重叠系数、聚类中心最大更新次数、聚类中心更新终止误差； ③ 训练结束后进行测试时，要求输入的测试数据与样本具有相同的维数，测试数据的个数可任意； ④ 如果训练样本是二维的，则数据中心聚类的结果可用一平面图显示出来；同样测试数据的输出是一维的话也可显示出来； (RBF artifical neual networks)

Matlab M-Files:There are four ways of doing code in Matlab. One can directly enter code in a terminal window. This amounts to using Matlabas a kind of calculator, and it is good for simple, low-level work. The second method is to create a script M-fi le. Here, one makes a fi le with the same code one would enter in a terminal window. When the fi le is “run”, the script is carried out. The third method is the function M-fi le. This method actually creates a function, with inputs and outputs. The fourth method will not be discussed here. It is a way to incorporate C code or FORTRAN code into Matlab this method uses .mex fi les. We will not disucss it here.

通过matlab设计的GUI界面实现语音信号的实时录入和频谱分析和滤波等处理，并能够显示各阶段时域波形及频谱图，滤波器种类及参数可调(Through the GUI interface designed by matlab, the real-time input of speech signal, spectrum analysis and filtering are realized, and the time-domain waveforms and spectrograms of each stage can be displayed, and the types and parameters of filters can be adjusted.)