neural_method_cell

基于迭代学习控制PID控制器参数的调整方案 　　设计和稳定性分析(Iterative Learning Control Based PID Controller Parameter Tuning Scheme Design and Stability Analysis)

PID控制程序，matlab编写，适合初学者（2）(PID control procedures, matlab prepared for beginners (2))

We present a study of a matrix pencil method for esti- mating parameters (frequencies and damping factors) of exponentially damped and/or undamped sinusoids in noise. Comparison of this method to a polynomial method (SVD-Prony method) shows that the matrix pencil method and the polynomial method are two special cases of a matrix prediction approach but the pencil method is more efficient in computation and less restrictive about signal poles. It is found through perturbation analysis and simulation that, for signals with un- known damping factors, the pencil method is less sensitive to noise than the polynomial method. In Appendix A, a new expression of the Cra- mer-Ran bound for the exponential signals is presented.

说明：  simulink建立的混联式HEV整车模型(Hybrid HEV Full Vehicle Model Established by Simlink)

本程序包给出了数值优化常用方法的程序。优化问题应用广泛。(This package gives the commonly used methods of numerical optimization procedures. Widely used optimization problem.)

说明：  利用matab和vc混合编程的简单小例子，学习的同学可以参考一下(Hybrid programming using vc matab and simple small example, students can refer to learning)

shape recognition for fiding the shapes like circle, triangle and rectangle

可以很好地分析信号的包络谱，效果非常的明显，并且已经在matlab上成功运行(Is a good way to analysis the spectral envelope of signal, effect is very obvious, and it has been successfully run in matlab )

信道预测方法中的LMS方法，用来进行信道预测(LMS method in channel prediction method for channel prediction)

分类和回归的工具箱，很好用，精确度很高，我自己很喜欢这个(Classification and regression of the toolbox, useful, high accuracy, I really like this)