matlab_mingling

it is a code for remove noise in machine vision

说明：  常用的PID控制结合了智能的神经网络算法。给出matlab仿真程序。(PID control combines the commonly used intelligent neural network algorithm. Matlab simulation program is given.)

这是MATLAB工具箱，用来实现波形的生产！(This is the MATLAB toolbox, which can be used for the production of wave!)

这个小程序可以实现窗口的创建以及同步接收和发送消息的功能。(WHEN YOU SEND MESSAGE TO OTHERS ,THEY WILL CAN RECEIVE IT TIGHT NOW.)

通过Matlab编程，给定初始条件及PML边界条件，模拟VTI介质中地震波传播的波场快照。(The initial conditions and PML boundary conditions are given by programming with matlab.A snapshot of seismic wave propagation in VTI media is simulated.)

对图像加模糊，并用倒谱法实现对所得模糊图像的模糊参数估计(Additive fuzzy image, and cepstral method from fuzzy images of the fuzzy parameter estimation)

说明：  改程序为图像增加一个属性菜单，并轻松更改最近浏览图片的属性(IMAGEMENU, without any input arguments, will create this context menu for all images that are found in the current figure)

粒子滤波 PF( Particle Filtering) 是在 贝叶斯滤波框架下基于 Monte Carlo 采样的统计滤波方法，可解 决非线性、非高斯的滤波问题，声源跟踪就属于这类问题。近年 来，基于粒子滤波的声源跟踪算法已成为研究的热点。 (he real acoustic data recorded in a typi- cal meeting room using a small-scale microphone array is used for tracking experiments． Results show that the proposed algorithm can realise effectively the orientation tracking of the randomly walking speaker，in which，the root mean square error of tracking in direction of the hori- zontal angle and the elevation are all less than 5°． )

针对相干信号的DOA估计，对常规Music，空间平滑Music，双向空间平滑Music，传统LSESPRIT，TEOPLITZ-ESPRIT算法进行仿真并比较(DOA Estimation of the most classic super-resolution algorithm MUSIC and ESPRIT algorithm simulation of irrelevant signals estimates for the coherent signals DOA, conventional Music, spatial smoothing Music, bidirectional spatial smoothing Music, traditional LSESPRIT, TEOPLITZ-ESPRIT algorithm simulation and compare)

elm用于分类，参数包括程序运行次数，训练测试数据集，隐含层神经元个数，激活函数类型(elm for classify)