mathmodl

This is one part of my IPN toolbox, aiming at the reliability analysis of neuroimaging meaures

主要介绍求根music算法，对于初学者可以多看一下。(Mainly introduces roots music algorithm for for beginners can read it.)

使用matlab编写的蚁群算法程序，供大家参考使用。(Matlab using ant colony algorithm to prepare procedures for U.S. use and reference.)

利用卡尔曼滤波器进行信道估计 提示：信道估计的状态方程和测量方程可分别表示为 要求：给出信道均方误差随样本数增加的曲线，给出matlab程序及具体的估计过程。 (Use of Kalman filter channel estimation Tip: the state of the channel estimation and measurement equations could be specified as required: given the channel mean square error increases with the number of samples to increase the curve, given the estimated matlab program and the specific process.)

In this paper, we introduce a new machine-learning-based data classification algorithm that is applied to network intrusion detection. The basic task is to classify network activities (in the network log as connection records) as normal or abnormal while minimizing misclassification. Although different classification models have been developed for network intrusion detection, each of them has its strengths and weaknesses, including the most commonly applied Support Vector Machine (SVM) method and the Clustering based on Self-Organized Ant Colony Network (CSOACN). Our new approach combines the SVM method with CSOACNs to take the advantages of both while avoiding their weaknesses. Our algorithm is implemented and evaluated using a standard benchmark KDD99 data set. Experiments show that CSVAC (Combining Support Vectors with Ant Colony) outperforms SVM alone or CSOACN alone in terms of both classification rate and run-time efficiency.

cosine transform and wavelet transform

MATLAB的图形界面GUI设计实现课程设计中的wrwFfR编码算法，并仿真WwMgApe参数在不同条件下的误码率性能曲线，与现有算法对比，性能良好，界面友好。 (MATLAB graphical interface GUI design and implementation of curriculum design wrwFfR coding algorithm and simulation WwMgApe parameters BER performance curve under different conditions, and existing algorithms contrast, good performance, friendly interface. )

说明：  根据自适应模糊控制原理，设计自适应律，并设计simlink主程序和控制器S函数，对机器人单臂机械手进行自适应模糊控制。(fuzzy adaptive control )

基于小波分析的检测电力电子系统中电系统故障(WAVELET BASED SIGNAL DETECTION)

说明：  全自由度空时自适应处理MATLAB仿真程序，可供学习参考(The matlab simulation program can be used as a reference for learning stap.)