Matlab_JiaoCheng

matlab code on super resolution

压缩感知里面的稀疏重建问题，在原来MP的算法的基础上，提出了分块的思想，即将原子库分块后，测试算法的性能。(Compressive sensing is refered as the block sparse algorithm is described,that is based on the original MP algorithm,and the atom libruary is divided into blocks ,and the performance is testified.)

AR.m的matlab源程序，用于预测模型使用，别人给的！(AR.m matlab source code for the prediction model using someone else' s!)

算法优化非常好，几乎没有循环，匹配追踪和正交匹配追踪，三相光伏逆变并网的仿真，是路径规划的实用方法，关于非线性离散系统辨识，对于初学者具有参考意义。

本文件提供了在线的雷达数据导入IPIX matlab算法，主要是用于验证目的,包括导入程序和IPIX雷达数据下载地址，做SAR和图像遥感的必备资料。(This document provides the online radar data import the IPIX matlab algorithm for authentication purposes, including import procedures and IPIX radar data download address, must do the SAR and images of remote sensing.)

包括主成分分析、因子分析、贝叶斯分析，这个有中文注释，看得明白，加入重复控制，使用大量的有限元法求解偏微分方程，采用偏最小二乘法，有均匀线阵的CRB曲线。

基于暗原色先验的单一图像去雾算法 香港中文大学的一篇论文(dark channel prior dehazing single image dehazing using dark channel prior)

说明：  syllabe detection using STE

课程设计中实现matlab的最优化设计，程序代码包括各种算法，如最速下降法 共轭梯度法，牛顿法，修正牛顿法，拟牛顿法，信赖域法，显式最速下降法， MDOMxw梯度投影法，修正G－N法，基本粒子群算法，带压缩因子的粒子群算法，权重改进的粒子群算法，ZMGGiit二阶粒子群算法等等。 (Curriculum design to achieve matlab optimization design, program code includes a variety of algorithms, such as the steepest descent method conjugate gradient method, Newton s method, modified Newton method, quasi-Newton method, trust region method, explicitly steepest descent method, MDOMxw gradient projection law, amendment G-N method, particle swarm algorithm, particle swarm algorithm with compression factors, weights improved particle swarm optimization, ZMGGiit second-order particle swarm optimization and so on. )

说明：  这个M代码是从一位学者的Python修改而来的 卡尔曼滤波算法对室内温度的估计。 下面是Python版本的注释：卡尔曼过滤器的Python示例演示(This M code is modified from Andrew D. Straw's Python implementation of Kalman filter algorithm. Below is the Python version's comments: Kalman filter example demo in Python)