lms.gongxiang

扩展卡尔曼滤波的matlab实现，doc格式的，挺好用的，大家可以试下。(ekf is erealised by matlab,it is very good. every can have a try.)

压缩感知：3维压缩感知重构算法，采用最速下降法和梯度投影原理,逐步逼近最优解。是本人精心编写调试好的，请放心使用。(cs:3 dimensional compressive sensing reconstruction algorithm, using the steepest descent method and the gradient projection principle, and gradually approaching the optimal solution. )

最小二乘回归分析算法，可以动态调节运行环境的参数，阐述了负荷预测的应用研究。( Least-squares regression analysis algorithm, Can dynamically adjust the parameters of the operating environment, It describes the application of load forecasting.)

说明：  一个隐马尔可夫模型工具箱一个隐马尔可夫模型工具箱一个隐马尔可夫模型工具箱(Hidden Markov Model of a toolbox of a Hidden Markov Model of a Hidden Markov Model Toolbox Toolbox)

混沌模型Hennon序列产生程序，用于仿真分析混沌序列对初值的敏感性(Chaotic model Hennon sequence generation program for simulation of the sensitivity of chaotic sequences on initial)

光流法检测运动物体的基本原理是：给图像中的每一个像素点赋予一个速度矢量，这就形成了一个图像运动场，在运动的一个特定时刻，图像上的点与三维物体上的点一一对应，这种对应关系可由投影关系得到，根据各个像素点的速度矢量特征，可以对图像进行动态分析。(Optical flow detection)

有压缩感知算法两种实现方式； 包括GPSR_BB和GPSR_Basic算法 有一个demo可以用来学习，部分内容根据自己的理解加了中文注释(There are two implementations of compressed sensing algorithm. Including GPSR_BB and GPSR_Basic algorithm There is a demo that can be used for learning. Some of the contents are annotated in Chinese according to their own understanding.)

粒子群优化智能算法工具箱。在使用matlab时，可以减少程序编写工作量，降低难度，也可进行二次开发！(Particle Swarm Optimization intelligent algorithm toolbox. Using matlab, can reduce the programming workload, reduce the degree of difficulty can also be a secondary development.)

this prog is to choose the nearest neibour

在无线信道的理论基础上，分析了Suzuki信道模型的结构原理，介绍了利用正弦波叠加法构成高斯序列，从而建立Suzuki信道数学模型的方法，并通过Matlab软件对其进行了仿真。(In the theory of radio channel based on the analysis of Suzuki channel model structure principle, describes the use of sine wave superposition method constitutes a Gaussian sequence, thereby establishing a channel model Suzuki method, and through its simulation Matlab software.)