SLAMbox

《matlab及在电子信息课程的应用》源代码("matlab And in Electronic information Curriculum Application" source code )

压缩包内为计算方法与数值分析中常用的求解算法的Matlab实现。(Calculating method and numerical analysis method commonly used algorithm in Matlab.)

通过此程序可以对通过建立偏最小二乘法和互信息偏最小二乘法两种模型来预测燃油品质，并对两种方法进行比较(This procedure can be through the establishment of mutual information and partial least squares PLS two models to predict fuel quality, and compare the two methods)

说明：  基于TV模型的图像快速修复自适应方法，欢迎大家分享(TV model based on adaptive methods of image quick fix, please share)

APF仿真的matlab工程文件，对于学习APF原理有帮助(APF simulation matlab project files, helpful for learning the principles of APF)

系统辨识中LMS，NLMS的比较,输入信号为高斯白噪声(compare LMS with NLMS in the system identification)

粒子群算法实现寻优，利用一具体案例得出寻优结果(Particle swarm optimization algorithm, the use of a specific case of optimization results obtained)

为了提高小波分析方法在混沌去噪中的自适应能力，对不同尺度下的小波信号设定调节因子，根据混沌序列 关联维的大小确定最优阈值。为了提高寻优效率，采用遗传算法全局自适应搜索最优阈值。利用该方法对Lorenz混沌时 间序列进行了去噪分析，结果表明所提方法是非常有效的。(For the purpose of improving adaptive performance of chaotic signals de-noising with wavelet transform，a floating parameter is set to regulate the threshold of wavelet signal on different scales according to the correlation dimension of chaotic time series．The genetic algorithm is helpful tO obtain global optimum thresholds and tO reduce much time wasted by the adaptive searching computation．De-noising for Chaotic time series generated by Lorenz system is simulated to corn— pare with other methods，and the results showed that the proposed method iS effective)

利用MATlab编程实现对信号的滤波分析(Programming using MATlab filtering of the signal)

各种小波函数，消失距求取源代码，应用简单方便(Various wavelet functions, disappeared from the strike source, application is simple and convenient)