毕设使用的基于人工神经网络源程序

基于小波变换的碰磨故障信号的特征提取，可以画出信号原图，轴心轨迹，频谱图以及多层小波变换的重构信号(Based on wavelet transform rubbing fault signal feature extraction, the signal can be drawn artwork, orbit, spectrum and signal reconstruction wavelet multi-)

中值滤波的matlab实现,根据K-means算法对图像进行滤波等功能(The K-means filte base on matlab.)

有信道编码，调制，信道估计等，欢迎大家下载学习，本科毕设要求参见标准测试模型，解耦，恢复原信号，采用了小波去噪的思想，处理信号的时频分析。

This little package contains a Parzen Neural Network classifier that can classify data between N classes in D dimensions. The classifier is really fast and simple to learn

测试以下图像信息 1。结构内容（SC） 2。均方误差（MSE） 3。峰值信噪比（PSNR值） 4。归一化互相关（NCC） 5。平均差（AD） 6。最大的差异（MD） 7。归一化绝对误差（NAE）(Image/Picture Quality Measures In this application, different image quality measures are calculated for a distorted image with reference to an original image. To test the application, a set of 20 distorted images is included in this package. The list of Image Quality measures implemented in this package include, 1. Structural Content (SC) 2. Mean Square Error (MSE) 3. Peak Signal to Noise Ratio (PSNR in dB) 4. Normalized Cross-Correlation (NCC) 5. Average Difference (AD) 6. Maximum Difference (MD) 7. Normalized Absolute Error (NAE) Refer Reference.png for the mathematical expressions implemented in this package. Original images are kept in the folder OriginalImages . Distorted images are kept in the folder DistortedImages .)

说明：  汽车充电桩的研究，对vineea整流器的主要硬件电路进行设计，并通过matliab模拟仿真(Research on the car charging pile,The main hardware circuit of vineea rectifier is designed and simulated by MATLAB)

添加噪声处理，计算多重分形非趋势波动分析matlab程序,包含飞行器飞行中的姿态控制，如侧滑角，倾斜角，滚转角，俯仰角，利用matlab针对图像进行马氏距离计算 ,FIR 底通和带通滤波器和IIR 底通和带通滤波器，可以得到很精确的幅值、频率、相位估计。

对应支持向量机的一些应用的原代码,下载存放在WORK文件夹下即可(Corresponding support vector machines some applications the original code, download stored in the WORK folder can)

正则化工具,里面有TV正则化，用超分辨率重建(regulation tool)

变步长的LMS自适应滤波算法(matlab)(variable step LMS adaptive filter algorithm (Matlab))