exsm

Book - Introduction to pattern recognition : a MATLAB approach - Sergios Theodoridis.

说明：  是关于空时编码的，给出了Matlab程序实现，希望有借鉴意义。(on space-time coding, given the Matlab program, he said.)

经典书籍MIMO Signals And Systems的源代码(Classic books MIMO Signals And Systems source code)

正交最小二乘辨识算法 该算法除了实现最小二乘辨识功能之外而且能按照各项重要性将其逐一选出并且估计相应系数(OLS Orthogonal Least Quares. [x, ind] = OLS(A,b,r) gives the solution to the least squares problem using only the best r regressors chosen from the ones present in matrix A. This function also returns in the vector ind the indexes of the best r regressors (i.e., the best columns of A to use). If r is equal to n, the solution x given by OLS is the same as the solution given by A, but in ind we still have the regressors sorted by their importance. This means that one can perform a feature selection by taking the first k entries in ind (k<r).)

Matlab based calculator

Li near r egr essi on, acti ve learning We arriv ed at the lo gistic regression model when trying to explicitly model the uncertainty about the lab els in a linear c la ss ifier. The same genera l modeling approach p e rmits us to use line ar predictio ns in var ious other co ntexts as well. The simplest of them is regress ion where the go al is to pr e dict a con tin uous resp onse y t ∈ R to e ach example ve ctor. Here to o fo cusing on linear predictions won’t b e inherently limiting as linear predictions can b e easily extended (ne xt lecture).

五元十字阵列music算法，实现二维DOA估计，自己编的程序，matlab2014 运行通过。(five-element cross arrays ，a special case of UCA(uniform circular array),MUSIC algorithm )

matlab music play!!!!!!!!!!!!!!!!!利用matlab做声音分析(matlab music play!!!!!!!!!!!!!!!!!)

包括了基本的卡尔曼滤波和自适应滤波，实现语音去噪(Including the basic Calman filter and adaptive filter, speech denoising)

本gatbx遗传算法工具箱是在原设菲尔德大学gatbx工具箱基础上的改进，扩展了原gabtx功能，将原始的基于命令式的mpga.m及sga.m文件封装成函数形式，使用更简单易懂，适合初学者或一些只要求用遗传算法解决实际问题而不需深究遗传算法本身的同学。(The gatbx genetic algorithm toolbox in the original design the Rumsfeld the University gatbx Toolbox based on the improvements, extended the original gabtx function, the functional form of the original package based the command-mpga.m sga.m file, more simple to use and easy to understand.suitable for beginners or some only require genetic algorithm to solve practical problems and do not need to get to the bottom of the genetic algorithm itself classmates.)