KFCM

图像孔洞/裂缝的填充算法。根据图像的同态性，采用最邻近插值的思想。(Image holes/cracks in the fill algorithm. According to the image of the same state, using the nearest interpolation ideas.)

现代通信中跳频信号的识别，主要是matlab的几个程序。(Modern communication frequency hopping signal identification, mainly a few matlab program.)

MUSIC算法[1]是一种基于矩阵特征空间分解的方法。从几何角度讲，信号处理的观测空间可以分解为信号子空间和噪声子空间，显然这两个空间是正交的。信号子空间由阵列接收到的数据协方差矩阵中与信号对应的特征向量组成，噪声子空间则由协方差矩阵中所有最小特征值（噪声方差）对应的特征向量组成。(MUSIC algorithm [1] is a feature space based on matrix decomposition method. From the geometric point of view, the signal processing can be decomposed observation space the signal subspace and the noise subspace, it is clear that the two spaces are orthogonal. Signal Subspace data received by the array covariance matrix and eigenvectors corresponding to the signal component, the noise subspace from the covariance matrix of all the smallest eigenvalue (noise variance) eigenvector components.)

说明：  MATLAB的仿真程序,关于TOKEN的,仿真了TOKEN这个MAC方式的运行.这里是.M文件(MATLAB simulation program on TOKEN. TOKEN simulation of the way the MAC operation. here yes. M paper)

先进PID控制matlab仿真源代码，典型实例具体分析说明，通俗易懂。（第五章）(Advanced PID control matlab simulation source code, more typical examples of specific instructions, clear and easy to understand.（Chapter 5）)

本例程模拟的是额定电压为10kV的单相输电系统. 其主要参数如下：线路首端电压的仿真模块VS电压为14.847kV；电压源等效内阻Rs_eq为 ；相位：0；频率：50Hz；输电线路用 型等效线路替代，线路长度 ；用户端为恒定负荷1000kvar(The main parameters of this paper are as follows: The VS voltage is 14.847kV the equivalent internal resistance Rs_eq of the voltage source is Phase: 0 Frequency: 50Hz Transmission Line-type equivalent line replacement, line length client-side constant load 1000kvar)

A、名称：限幅滤波法（又称程序判断滤波法） B、方法： 根据经验判断，确定两次采样允许的最大偏差值（设为A）， 每次检测到新值时判断： 如果本次值与上次值之差<=A，则本次值有效， 如果本次值与上次值之差>A，则本次值无效，放弃本次值，用上次值代替本次值。 C、优点： 能有效克服因偶然因素引起的脉冲干扰。 D、缺点： 无法抑制那种周期性的干扰。 平滑度差。(A. Name: Limited filter method (also known as program judgement filter method) B. Method: Based on experience, the maximum allowable deviation (set to A) of two sampling times is determined. Judge each time a new value is detected: If the difference between the current value and the previous value is <=A, the current value is valid. If the difference between the current value and the previous value is greater than A, then the current value is invalid, abandon the current value and replace the current value with the last value. C. Advantages: It can effectively overcome the impulse interference caused by accidental factors. D. Disadvantages: That periodic interference cannot be suppressed. The smoothness is poor.)

包括广义互相关函数GCC时延估计，对HARQ系统的吞吐量分析，相控阵天线的方向图（切比雪夫加权），可以实现模式识别领域的数据的分类及回归，有PMUSIC 校正前和校正后的比较，本程序的性能已经达到较高水平。

说明：  Alamouti空时编码，16QAM调制(Alamouti Sapace Time Coding, 16QAM.)

自抗扰一阶和二阶ESO模型，清晰的ESO一阶和二阶siumlink程序图，添加相应的处理信号可以直接使用。(ADRC Demo for 1st and 2nd order plants)