Language-signal-classification-

This program compress and recostruct using wavelets. We can select level of decomposition(here maximum 4 levels are given) of images using selected wavelet. For eg:-wavelets can be haar, db1, db2,dmey............... Decomposition can be viewed in figure. (Please note that select 256X256 image for better result.) Then compression can performed, PERFL2 give compression score. Then reconstruction can be performed. Each decompsition we can choose different threshold values. For each threshold value we can calculate mse,psnr,pq(picture quality), bit ratio etc. To get pq install pqs function . (This program compress and recostruct using wavelets. We can select level of decomposition (here maximum 4 levels are given) of images using selected wavelet.For eg:-wavelets can be haar, db1, db2, dmey ........ ....... Decomposition can be viewed in figure. (Please note that select 256X256 image for better result.) Then compression can performed, PERFL2 give compression score.Then reconstruction can be performed.Each decompsition we can choose different threshold values . For each threshold value we can calculate mse, psnr, pq (picture quality), bit ratio etc. To get pq install pqs function.)

经典的过程控制书籍，主要面向有限时域的滚动优化。面向对象为过程控制工程师，其中的算法可用matlab实现。(The book "Receding Horizon Control" is a classic book in process system engineering (PSE). This book illustrate model based control algorithm which can mainly carried out by matlab.)

一种基于压缩感知技术的图像重建程序，可以提高图像重建质量和速度(Compressed sensing technology based on the image reconstruction process, can improve the quality and speed of image reconstruction)

说明：  一个MATLAB的应用程序，很方便的！使用时需要转换为M文件。(a MATLAB applications, a convenient! Use need to change for the M documents.)

ABC即人工蜂群算法，本代码描述了人工蜂群算法解决函数优化问题。(ABC namely artificial bee colony algorithm, this code describes the function of artificial bee colony algorithm to solve optimization problems.)

这是一个光伏模拟器的m-function的仿真程序，模拟光伏电池的电压电流输出特性(This is a m-function of pvsimulation base on matlab. And it simulates the solar cell s Voltage-Current characteristic)

此压缩文件中包含了两个读取bmp文件分别用java和c写了,另三个是用matlab实现的演化算法,很有作用的,每个文件里都有详细说明(This compressed file contains two read bmp file with java and c, respectively, wrote the other three is the realization of the evolutionary algorithm matlab, it is the role of each document has a detailed description)

说明：  偏最小二乘法的概述以及MatLAB的程序，非常详细！(An overview of partial least-squares method, as well as MatLAB procedures in great detail!)

画正弦和余弦任意幅度，频率，初相位三角函数图gui(Draw any sine and cosine amplitude, frequency, initial phase trigonometric graph gui)

说明：  瑞利信道的仿真机器，是基于matlab的。很好很有用(Rayleigh channel)