EEG Waveform Mapping Program

虚拟激励法程序 用于结构工程领域的地震工程分析(Pseudo-excitation method for structural engineering procedures for earthquake engineering analysis)

用Matlab仿真实现最小二乘法和总体最小二乘法估计 假设仿真的观测数据 产生，其中 为0均值， 单位方差的高斯白噪声，取n=1,2,....128。 试用TLS，取AR阶数为4，估计AR参数 和正弦波频率；再用SVD-TLS ，估计AR参数 和正弦波频率。 (1)、在仿真中，AR阶数取为4和6。 (2)、执行SVD-TCS时，AR未知。仿真运行至少二十次。 (Simulation using Matlab and the overall least squares least squares estimate assumptions simulated observation data are generated, where 0 mean, unit variance Gaussian white noise, take n = 1,2 ,.... 128. Try TLS, take AR order of 4, estimated AR parameters and the sine wave frequency then SVD-TLS, estimated AR parameters and the sine wave frequency. (1), in the simulation, AR order is taken as 4 and 6. (2), when the implementation of SVD-TCS, AR is unknown. Simulation run at least twenty times.)

说明：  利用Garch模型 预测 可以进行经济数据预测处理(Using Garch model to predict economic data can predict treatment)

说明：  matlab写的plsa 的demo例程。 (matlab routines written plsa the demo.)

程序是实现加权线性回归的，自己构造数据吧(this is the linear regression)

isodata 迭代自组织的数据分析，用于时频分析算法，包含优化类的几个简单示例程序。( Isodata iterative self-organizing data analysis, For time-frequency analysis algorithm, Optimization class contains several simple sample programs.)

说明：  利用龙格库塔法解布洛赫方程 有较为详细的注释 简单易懂(Solving Bloch Equation by Runge-Kutta Method)

详细系统的介绍了卡尔曼滤波的原理，应用以及开发。(Details systematic introduction of the Kalman filter theory, application and development.)

一种最简单的LMS算法，自适应滤波器中经常采用的算法(LMS MATLAB Adaptive filter)

MATLAB的时间序列分析相关函数,涵盖对时间序列分析所需要所有重要函数(MATLAB time series analysis of the correlation function, time series analysis covers all the important functions required for)