CH8programme

在网络异常检测中,为了提高对异常状态的检测率，降低对正常状态的误判率,本文提出一种基于量子粒子群优化算法训练小波神经网络进行网络异常检测的新方法。利用量子粒子群优化算法(QPSO)训练小波神经网络,将小波神经网络(WNN)中的参数组合作为优化算法中的一个粒子,在全局空间中搜索具有最优适应值的参数向量。( In order to improve the detection rate for anomaly state and reduce the false positive rate for normal state in the network anomaly detection, a novel method of network anomaly detection based on constructing wavelet neural network (WNN) using quantum-behaved particle swarm optimization (QPSO) algorithm was proposed. The WNN was trained by QPSO. )

说明：  统计学习的Matlab程序:包括各种假设检验,模型识别和线性回归等.(The Matlab statistical learning procedures: including a variety of hypothesis testing, model identification and linear regression.)

MUSIC 算法的原程序,希望对大家有帮助(the original procedure, we hope to help)

kmean clustering algorithm. this code will take the training data set (with out class lebel) as input and return the no of optimum centre used in rbfn by using eucleadian distance.

matlab guide it will usefull for coding

MATLAB PID Tunning using Genetic Algorithms

介绍了几个认知无线电的宽带频谱检测实现的MATLAB代码，包括能量检测算法、匹配滤波器方法等。(Introduces several MATLAB code based broadband spectrum of cognitive radio technology, including energy detection algorithm, matched filter method, etc.)

说明：  实现电磁波在两端为PEC板时的一维FDTD程序(Realize the one dimension FDTD program when the electromagnetic wave is PEC board at both ends)

Improve a picture based on local mean with stdandard deviaton algorithm. No image processing toolbox is needed!

LTE中pucch的ZC基序列去除相关性(ZC base sequence in LTE pucch removal relevance)