bfgs

最小均方算法lms在波束形成中的应用　　LMS算法步骤： 　　1,、设置变量和参量： 　　X(n)为输入向量，或称为训练样本 　　W(n)为权值向量 　　b(n)为偏差 　　d(n)为期望输出 　　y(n)为实际输出 　　η为学习速率 　　n为迭代次数 　　2、初始化，赋给w(0)各一个较小的随机非零值，令n=0 　　3、对于一组输入样本x(n)和对应的期望输出d，计算 　　e(n)=d(n)-X^T(n)W(n) 　　W(n+1)=W(n)+ηX(n)e(n) 　　4、判断是否满足条件，若满足算法结束，若否n增加1，转入第3步继续执行。(Lms least mean square algorithm applied in Beamforming )

基于Lugre摩擦模型的PID控制（采用M语言实现控制算法及带有摩擦模型的被控对象的描述）(Lugre friction model based PID control (control algorithm using M language and a controlled object with a friction model description))

1.Bayesian Reasoning and Machine Learning

说明：  压制干扰在雷达模拟中的应用，进行干扰模拟和识别。(Suppression jamming is applied in radar simulation to simulate and identify jamming.)

DRNN神经网络自学习PID解藕控制，与PID相比具有抗干扰能力强特点(DRNN self-learning neural network PID control solution lotus, compared with PID characteristics of anti-interference ability)

This file is the programs of (chapter 4) of book (Modeling the Wireless Propagation Channel a Simulation Approach with MATLAB) which is related to introduction to multipath. It helps you to simulate multipath wireless channel.

说明：  单神经元自适应PID有监督Hedd仿真,有仿真。(Single neuron adaptive PID has supervised hedd simulation and simulation.)

基于matlab的摄像机标定代码，精度很高，可直接用于程序。(Camera Calibration Based on matlab code, high precision, can be used for procedures.)

Smart Antennas for Wireless Communications（中文版程序）(Smart Antennas for Wireless Communications)

matlab对EXCEL进行操作，包含xlswrite函数和xlsread函数。(matlab for EXCEL operation, including xlswrite functions and xlsread function.)