LMSEPPerceptron-Approach

正弦信号的谱分析，以及报告！仅供参考望大家给出宝贵意见！(Sinusoidal signal spectral analysis, and reporting! Reference only hope we are given valuable advice!)

用MATLAB实现的卡尔曼滤波，根据有用信号和干扰噪声的统计特性（自相关函数或功率谱），以线性最小均方误差（MSE），能最大程度的滤除干扰噪声，提取有用信号。(Kalman filter using MATLAB, based on the statistical properties of the useful signal and interference noise (autocorrelation function or power spectrum), linear minimum mean square error (MSE), filter out noise interference to the greatest extent, to extract the useful signal.)

标准粒子群算法PSO,MATLAB中实验,对学习粒子群算法很有帮助(Standard particle swarm optimization PSO, MATLAB in experiments on learning PSO helpful)

说明：  里面有三个二维模糊调节器分别实现PID控制器的参数Kp，ki，Kd，的调节。其控制原理：根据前面的偏差e和偏差变化ec将三个模糊控制器FC1,FC2,FC3分别进行模糊化，模糊逻辑推理，解模糊化。最后得到pid控制器参数调节量。(There are three two-dimensional fuzzy controller to achieve PID controller parameters were Kp, ki, Kd, of the regulation. The control principle: According to the previous error e and error change ec the three fuzzy controller FC1, FC2, FC3 were fuzzy, fuzzy logic, defuzzification. Finally, adjust the controller parameters by pid.)

一个KNN的matlab程序，供感兴趣的人士学习(A KNN matlab program for those interested in learning)

利用最小方差方法估计复正弦加白噪声得平稳信号的功率谱(After using the method of minimum variance estimate sine smooth white noise to the signal power spectrum)

计算最速下降法和黄金分割法的程序，计算结果精确。(Calculation of the steepest descent method and the golden section method of procedure, precise results.)

自适应陷波，参数可调，迭代达到最理想效果(Adaptive notch, adjustable parameters, the iterations to achieve the best results)

张量分析工具箱，一个matlab的工具箱，里面包含了众多常用的张量分析函数(tensor toolbar for tensor analysis)

估算带宽，先是计算输入信号单边带功率谱密度，然后估算出信号所占的带宽(Bandwidth estimation, first calculating the input signal is single sideband power spectral density, and then estimate the proportion of signal bandwidth)