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Matlab code for Channel Estimation

matlab tool box 3.3 about image acquisition

二次采样以确定像素间的相关性，然后对两个采样结果同时嵌入水印，利用的是倒谱变换(second sampling to determine the correlation between pixels, then the two sampling results also embedded watermark, make use of Cepstrum)

基于铌酸锂光波导中飞秒光参量放大过程中的脉宽变化及各光波的传播三维图matlab源代码(Based on lithium niobate waveguide femtosecond optical parametric amplification process changes and the light pulse propagation three-dimensional map matlab source code)

计算超混沌Rossler吸引子的Lyapunov指数(calculated hyperchaotic Rossler attractor of Lyapunov exponent)

最小二乘法是一种数学优化技术。它通过最小化误差的平方和寻找数据的最佳函数匹配。利用最小二乘法可以简便地求得未知的数据，并使得这些求得的数据与实际数据之间误差的平方和为最小。最小二乘法还可用于曲线拟合。其他一些优化问题也可通过最小化能量或最大化熵用最小二乘法来表达。(Least squares method is a mathematical optimization techniques. It matches by squaring and finding data to minimize the error of the best functions. Least square method can easily be obtained unknown data, and so these squared error between the obtained data and the actual data and the minimum. The least squares method can be used for curve fitting. Some other optimization problems can be expressed by the least squares method by minimizing or maximizing entropy energy.)

matlab小波分析程序，包含CV、CA、Single、当前、恒转弯速率、转弯模型，有较好的参考价值，用MATLAB实现的压缩传感，包括最小二乘法、SVM、神经网络、1_k近邻法,预报误差法参数辨识-松弛的思想。( matlab wavelet analysis program, It contains CV, CA, Single, current, constant turn rate, turning model, There are good reference value, Using MATLAB compressed sensing, Including the least squares method, the SVM, neural networks, 1 _k neighbor method, Prediction Error Method for Parameter Identification- the idea of relaxation.)

说明：  压缩感知中的迭代恢复算法，是匹配追踪的一种变形。Cosamp稀疏恢复算法。(Iterative restoration in compressed sensing algorithm is a variant of matching pursuit. Cosamp sparse recovery algorithm.)

Matlab软件在通信仿真中的应用，适合初学者参考。文件为pdg格式，需下载超星浏览器才可阅读。(Matlab simulation software application in communication, suitable for beginners. File format for PDG, need to download the chaoxing browser.)

有关系统辨识的课件以及相关辨识方法的matlab程序，很实用的。(The system identification of courseware and related identification methods matlab program, very useful.)