MIMO

How the K-mean Cluster work Step 1. Begin with a decision the value of k = number of clusters Step 2. Put any initial partition that classifies the data into k clusters. You may assign the training samples randomly, or systematically as the following: Take the first k training sample as single-element clusters Assign each of the remaining (N-k) training sample to the cluster with the nearest centroid. After each assignment, recomputed the centroid of the gaining cluster. Step 3 . Take each sample in sequence and compute its distance from the centroid of each of the clusters. If a sample is not currently in the cluster with the closest centroid, switch this sample to that cluster and update the centroid of the cluster gaining the new sample and the cluster losing the sample. Step 4 . Repeat step 3 until convergence is achieved, that is until a pass through the training sample causes no new assignments. (How the K-mean Cluster workStep 1. Begin with a decision the value of k = number of clusters Step 2. Put any initial partition that classifies the data into k clusters. You may assign the training samples randomly, or systematically as the following: Take the first k training sample as single-element clusters Assign each of the remaining (Nk) training sample to the cluster with the nearest centroid. After each assignment, recomputed the centroid of the gaining cluster. Step 3. Take each sample in sequence and compute its distance from the centroid of each of the clusters. If a sample is not currently in the cluster with the closest centroid, switch this sample to that cluster and update the centroid of the cluster gaining the new sample and the cluster losing the sample. Step 4. Repeat step 3 until convergence is achieved, that is until a pass through the training sample causes no new assignments.)

计算一维和二维卷积,基本可以替代Matlab中的conv和conv2函数,程序很方便就可以移植成C语言..(Calculation of one-dimensional and two-dimensional convolution, the basic alternative to Matlab' s conv and conv2 function, the procedure can be easily transplanted into a C language ..)

提取dicom RT文件中ROI的结构 其中的image为RT中提取到的图像文件 包括开始坐标维度等 path为路径 name为RS文件的名字(Extract the structure of the ROI in the DICOM RT file)

复杂网络的MATLAB仿真算法，包括多种复杂网络模型和统计算法，如WS,BA等模型的生成算法，度分布，聚类系数计算方法等。(MATLAB simulation algorithm for complex network)

使用matlab打开扩展名为vff文件的程序(Matlab extension used to open documents vff)

完成NOMA仿真分析，通过仿真确定自己的优化变量，进行性能分析(Completion of NOMA simulation analysis)

平滑LMS自适应滤波器，实现信号的自适应滤波作用。(Smooth LMS adaptive filter, adaptive filtering effect the signals.)

基于Simulink的整流滤波电路仿真，通过选择不同的电抗元件，得到最为理想的滤波效果。(Simulink-based simulation of the rectifier filter circuit)

极有用的数据处理程序，方便处理实验数据，并取得数学表达式(matlab)(very useful data processing procedures, facilitate the processing of experimental data and mathematical expression made (Matlab))

自编程序，主要用于驾驶中眼睛的定位，用matlab实现。(written procedures, mainly for driving the eye position, using Matlab to achieve.)