Detection_Estimation_and_Modulation_Theory(PartI)

this program include successfull matlab code

经过改进的三次B样条小波变换，解决如何求解或者有没有已知的3次B样条小波重构滤波器系数的问题(Improved cubic B-spline wavelet transform, to solve how to solve or have no known three B-spline wavelet reconstruction filter coefficients problem)

本文对于非线性非高斯问题，提出了一种改进扩展卡尔曼滤波（NIEKF）新方法。该方法将迭代滤波理论引入到扩展卡尔曼滤波器方法中，有效地重复利用新的测量信息，还利用Levenberg-Marquardt 方法调整预测协方差阵以保证算法具有全局收敛性。实验结果表明，所提方法具有更高的估计精度，是一种效率较高、性能较好的跟踪方法。(This non-Gaussian for nonlinear problems, an improved extended Kalman filter (NIEKF) the new method. The method of iterative filtering theory is introduced to the extended Kalman filter method, the effective measurement of repeated use of the new information, also using Levenberg-Marquardt method to adjust the covariance matrix of prediction algorithm to ensure global convergence. Experimental results show that the proposed method has higher estimation accuracy, is a high efficiency, good performance tracking methods.)

支持向量机(SVM)与最小二乘支持向量机(LS-SVM)的核函数选择(Support vector machine (SVM) and least squares support vector machine (LS-SVM) kernel function selection)

svd fault is modelled

gcopt of 18 of reliability test system

说明：  反距离插值，用于反距离插值，相对于其他算法，比较简单，效果也比较好(IDW,Inverse distance interpolation, which is used for inverse distance interpolation, is simpler and more effective than other algorithms.)

偏最小二乘算法matlab程序，通用的，里面有使用说明(Partial least squares algorithm matlab program, universal, there are instructions)

一本学习数字信号处理的专业书籍，绝对权威(A study of professional books, digital signal processing, the absolute authority of the)

QAM实现程序 此程序实现了QAM信号的输出，通俗易懂。(QAM procedures to achieve the realization of this process the output of the QAM signal, easy to understand.)