matrix_decompose

永磁同步电机模糊PID控制。含对比的PI控制的模型。实现了模糊控制算法，可以得到比单纯的PID更好的控制效果.(Fuzzy PID control of permanent magnet synchronous motor. Model PI-containing contrast control. Realization of fuzzy control algorithm can be better than a simple PID control.)

Final Code for Reed Solomon

Nonlinear_Syst ems_Khalil_Solution_Manual_downloader

交通流元胞自动机仿真平台，是用于处理交通流的元胞处理器(Cellular automaton traffic flow simulation platform, is a cellular processor for handling traffic flow)

针对标准的Capon 波束形成在阵列导向矢量存在误差时出现严重性能退化, 本文从权矢量模约束和不确定集两个角度出发, 提出矢量最优化稳健波束形成方法, 并通过二阶锥规划进行有效求解.(When there exists the array steering vector error , the performance of standard Capon beamforming will be severely degraded .In this paper , in the view of the constraints on the weight vector and the uncertainty sets , we propose a new approach, which is called Vector Optimization Robust Beamforming.It is shown that the proposed algorithm can be reformulated in a convex form as the so-called Second-Order Cone (SOC)program and solved efficiently using the well-established optimization tool , sedumi.)

说明：  高斯过程回归代码，包括例程，适用于新入门高斯过程回归的人学习(Gaussian process regression code, including routines, is suitable for new beginners to learn Gaussian process regression)

最经典的人工神经网络教程，内容详细,适用于广大战友(Classic artificial neural network tutorial, detailed and apply to the majority of his comrades)

说明：  基于已知特性信道的QAM系统的仿真和性能分析(Based on the known characteristics of the QAM channel system simulation and performance analysis)

遗传算法优化PID程序,MATLAB开发(PID genetic algorithm optimization procedures, the development of MATLAB)

polydern: partial derivatives of a n-dimensional polynomial model created by polyfitn. usage: pout = polydern(p,diffvar)