reconstruction-of-state-space

这是实现压缩感知中的匹配追踪算法。 匹配追踪算法是一种最常用的压缩感知算法。(This is the compression-aware matching pursuit algorithm. The matching pursuit algorithm is one of the most commonly used in compressed sensing algorithm.)

Hidden-Unit Conditional Random Fields 工具箱，可以用于训练linearCRF和和L.J.P. van der Maaten, M. Welling 提出的huCRF(We provide Matlab code that implements the training and evaluation of hidden-unit CRFs, as well as code to reproduce the results of our experiments. The code implements four different training algorithms: (1) a batch learner that uses L-BFGS, (2) a stochastic gradient descent learner, (3) an online perceptron training algorithm, and (4) an online large-margin perceptron algorithm. The code can also be used to perform (conditional) herding in hidden-unit CRFs. )

用于对matlab工具箱的介绍，讲述最优化工具箱的基本功能。(Matlab toolbox for the introduction, about the most basic functions of optimization toolbox.)

使用Capon、MUSIC、ESPRIT和PM多种算法进行doa估计，通过谱峰搜索函数估计到达角，并使用蒙特卡洛方法估计各算法的RMSE。（可能计算时间较长，如需节省时间可以减小蒙特卡洛次数）(Use Capon, MUSIC, ESPRIT and PM variety of algorithms doa estimated by peak search function estimated arrival angle, and use the Monte Carlo method to estimate the various algorithms RMSE. (Possible to calculate a long time, To save time you can reduce the number of Monte Carlo))

变分不等式求解算法之一，投影算法是将变分不等式的解进行投影，然后进行迭代。(One of the variational inequality solution algorithm, the projection method for variational inequality solution to the projection, and then iterate)

说明：  射线追踪Matlab演示程序，完美可运行(Ray tracing matlab demonstration program, perfect for operation)

buck converter using the matlab .mdl file for basic learners

fast sedumi algorithm

matlab环境下计算MFCC参数（mel倒谱参数），lpcc参数（线性预测倒谱）和pitch（基因）(calculate mfcc lpcc pitch )

说明：  这个基于MATLAB的遗传算法的源程序，希望对有需要的同志提供帮助！(the MATLAB-based genetic algorithm source, and I hope to be in need of help comrades!)