SVM_Training

关于超声波检测的开发算法论文，可了解相应的算法原理(The development of ultrasonic testing algorithm on paper, the corresponding algorithm can understand the principle of)

k-means聚类,用于聚类研究的基本算法，值得学习。(k-means cluster)

Machine learning and pattern recognition.

利用qr算法进行机器人位姿正解，建立simulink模型(forward solution of robot)

The esiest way to learn the backpropagation algorithm and theory.

Image restoration using inverse filter

文件夹中NPFMain.m为滤波算法主运行程序，CRLBCompute.m为计算CRLB并且画出CRLB、NPF、EKF/IMM-EKF滤波误差(均值和均方差)曲线。(folder NPFMain.m filtering algorithm for the main operating procedures, CRLBCompute.m estimator to calculate and paint estimator, NPF, EKF/IMM- EKF filter error (mean and variance) curve.)

详细描述了电力系统由于间谐波的引起的闪变，和原因(As described in detail between the harmonic power system caused by flicker, and the reasons)

文件当中包含两个KALMAN滤波程序： 1.最原始简单的kalman滤波程序； 2.通过KALMAN滤波解决的一个派生例子（一道数字信号处理题）； 效果不错(Paper contains two KALMAN filtering procedures: 1. The most primitive simple kalman filtering procedures 2. KALMAN filter solution through an example derived (together with digital signal processing title) the effect of good)

编写matlab程序，仿真2DPSK调制信号在高斯信道下分别采用相干解调及差分相干解调两种解调方式时的性能，并与理论分析结果相比较。(Write matlab procedures, simulation 2DPSK modulated signals in Gaussian channel performance respectively coherent demodulation and coherent demodulation difference when the two demodulation, and compared with the theoretical analysis.)