ID3(MATLAB)

A guide to Matlab for Beginners and experienced users, A Guide to MATLAB Object Oriented Programming, The Handbook Of Data Mining, Matlab - Creating Graphical User Interfaces,(A guide to Matlab for Beginners and experienced users, A Guide to MATLAB Object Oriented Programming, The Handbook Of Data Mining, Matlab- Creating Graphical User Interfaces,)

Particle filtering is an non-parameterized algorithm via sequential Monte Carlo simulation to actualize bayesian estimation. This paper expatiated the development and the research status of particle filtering at present.Then,introduces and analyses the principle of particle filtering、the existed key problems and countermeasures in detail.Furthermore,it sum up eleven improved methods of particle filtering algorithm.Meanwhile,applications are addressed in this paper.Finally ,the prospect of particle filtering is presented.

这是Fattal 发表的单幅图像去雾的matlab代码，对某些图片好用，对某些图片不好用。Fattal运用ICA，基于图像表面阴影和大气传递函数在局部块上不相关的假设，实现去雾。(Fattal released a single image to fog the matlab code easy to use, some pictures, some pictures bad. Fattal use of ICA, based on the shadow of the image surface and atmospheric transfer function on local assumptions related to fog.)

说明：  PSO scripts collection for matlab

Simulink中延时模块、乘积模块、常数模块、示波器模块等使用例子，可以直接运行，自己编写的。(delay module, product module, constant modules, oscilloscope module usage example in Simulink, can be directly run, written by myself)

说明：  用计算机网络仿真工具对计算机网络课程进行辅助教学(With computer network simulation tools to assist teaching computer network curriculum)

将小波相邻系数相关性的降噪思想引入到冗余第2代小波中，提出了基于邻域相关性的冗余第2代小波降噪方法，该方法克服了传统阈值降噪没有考虑小波系数之间相关性的不足。(Aiming at fault feature extraction in the background of strong noise, a wavelet denoising idea by incorporating neighboring coefficients is introduced into redundant second generation wavelet case. A denoising method of redundant second generation wavelet using neighbor dependency is presented. It overcomes the deficiency of traditional thresholding approaches. In this method, an original signal is decomposed by redundant second generation wavelet, and the detail and approximation signals have the same length as the original signal. The detail signals at each scale are then processed by neighbor dependency. Finally, the approximation signal and processed detail signals are reconstructed by inverse transform of redundant second generation wavelet to realize the signal denoising. )

完成超宽带系统中信号的生成，以及整个过程，并且统计出了误码率，并和理论之进行了比较(complete UWB system signal generation, and the entire process, and the statistics of the BER, and the theory and the comparison)

this is a simulation matlab/simpowersysterm file forsix pulse converter

强化学习算法，通过Q学习算法解决房间路径规划问题，matlab(Reinforcement learning algorithm and Q learning algorithm to solve the problem of room path planning, matlab)