PEGASIS-Protocol-in-OmnetPP-by-wsnlab.ir

说明：  利用BP算法进行模型的训练和测试 相对于回归算法中，ANN算法有独到的好处(ANN has its advantage in regressive algrithm)

现代通信系统第二版（John.G.Proakis,刘树棠译）MATLAB源代码 (Modern communication systems second edition (John.G.Proakis, Liu Shutang translation) MATLAB source code)

Rutines to analize the ACL of one dimention, generate ACL of variable neighborhood radius, claculate bruijn diagram, Generate subset matrix acl.mat -> Graf a Celular Autoamta L=1 bruijn.mat -> Generate bruijn diagram and the bruijn matrix invbruijn.mat -> Se le pasa la matriz de evo y el saca los parametros (el inverso) subconjuntos.mat -> Generate subset matrix invsubcon.mat -> Generate the inverse of subset matrix parejas.mat ->Generate the couple matrix anteriores" (Rutines to analize the ACL of one dimention, generate ACL of variable neighborhood radius, claculate bruijn diagram, Generate subset matrix acl.mat-> Graf a Celular Autoamta L=1 bruijn.mat -> Generate bruijn diagram and the bruijn matrix invbruijn.mat-> Se le pasa la matriz de evo y el saca los parametros (el inverso) subconjuntos.mat -> Generate subset matrix invsubcon.mat -> Generate the inverse of subset matrix parejas.mat ->Generate the couple matrix anteriores" )

说明：  BP source code for matlab

本程序是用于信号频谱分析的实验程序 主要功能是进行信号的幅值谱计算；同时可完成在选定范围内谱峰的精确频率、幅值和相位计算。(This procedure is the main function of the experimental procedure for signal spectrum analysis to calculate the amplitude of the signal spectrum to be completed by the precise frequency of the peak in the selected range, amplitude and phase calculation.)

I have contributed 40 objective type c questions written as source code. Which will be helpful in learning C.

Good to implement Neyman Pearson hypthesis test in Matlab

利用三电平中心削波自相关法实现清、浊音判定，并提取一段话音的基频参数，绘制基频曲线，并将该参数曲线合并到前面提取的短时过零率和短时能量参数曲线图中(Using a three-level center clipping from the relevant law to achieve clear, voiced determination, and extract some of the fundamental parameters of the voice, drawing the fundamental frequency curve and merge the parametric curve to the front of the extraction rate and the short-term zero short-term energy parameters graph)

数字图像修复算法的评价标准也是从两个方面进行评价的，一个是修 复算法的效率，一个是修复后图像质量。修复算法的效率主要就是看修复 图像所用的时间，可以用时间就行量化。而图像质量很难从量上唯一的进 行评价，目前图像修复质量还没有统一的评价标准，从实际应用出发，修 复后图像质量的好坏大多数是从以下两个方面就行评价，修复后图像给人 主观上的“满意度”和客观上图像的cnr、enl、epi、psnr、snr来评判。(The evaluation criteria of digital image restoration algorithms are also evaluated from two aspects, one is repair. One of the efficiency of complex algorithm is the image quality after restoration. The efficiency of the repair algorithm depends mainly on the repair. The time spent on the image can be quantified in terms of time. But image quality is difficult to improve quantitatively only. At present, there is no uniform evaluation criterion for image restoration quality. Starting from practical application, repair The quality of restored images is mostly evaluated from the following two aspects, and the restored images are given to people. Subjective "satisfaction" and objective image cnr, enl, epi, psnr, SNR to judge.)

通过matlab代码，关于神经网络控制，IMC-PID是利用内模控制原理来对PID参数进行计算。( By matlab code, On neural network control, The IMC- PID is using the internal model control principle for PID parameters is calculated.)