exm09222_1

这是一个关于稀疏高斯过程的matlab源码，可以用于计算测试输入的高斯预测值。( spgp_pred computes the SPGP predictive distribution for a set of test inputs. You need to supply a set of pseudo-inputs or basis vectors for the approximation, and suitable hyperparameters for the covariance. You can use any method you like for finding the pseudo-inputs , with the simplest obviously being a random subset of the data. It is coded for Gaussian covariance function, but you could very easily alter this. It is also fine to use for high dimensional data sets. spgp_lik is the SPGP (negative) marginal likelihood and gradients with respect to pseudo-inputs and hyperparameters. So you can use this if you wish to try to optimize the positioning of pseudo-inputs and find good hyperparameters, before using spgp_pred . I would recommend initializing the pseudo-inputs on a random subset of the data, and initializing the hyperparameters sensibly. Its current limitations are that 1) it is slow and memory intensive for high dimensional data sets 2) it is heavi)

直接转矩控制无刷直流电机的matlab仿真程序，PI闭环调节(Direct torque control brushless DC motor matlab simulation program, PI closed loop control )

Simulation of digital baseband modulation,it is very good for the users to deepen their understanding

这是一个关于Fisher线性判别分析的Matlab的m文件，给出了在高斯核下的程序源码。(This is a Fisher linear discriminant analysis on the Matlab m-file, given the procedures in the lower-Gaussian source.Kernel Local Fisher Discriminant Analysis for Supervised Dimensionality Reduction.)

this is the matlab code containing all important examples...

一个关于多目标优化算法的程序，并有说明资料(A multi-objective optimization algorithm on the program, and descriptive information)

说明：  基于Mallat算法的滤波器设计及用于信号消噪实现(Mallat algorithm-based filter design and realization for signal de-noising)

Solution of HW in the book

WalshHadmard code for CDMA system..

利用bilinear函数实现基于双线性Z变换的数字滤波器 (bilinear filter)