psoPconstrain

说明：  最大后验概率算法map的MATLAB程序(Algorithm for maximum a posteriori probability map of the MATLAB program)

实现基于密度的聚类算法,可以处理噪声数据，效果好(density-based clustering)

说明：  此代码为filter centric ess（efficient subwindow search）(This code is aboat filter centric ess (efficient subwindow search))

基于OFDMA系统的多用户资源分配算法，论文配备MATLAB代码，入门的好教材。(— Orthogonal Frequency Division Multiple Access (OFDMA) basestations allow multiple users to transmit simultaneously on different subcarriers during the same symbol period. This paper considers basestation allocation of subcarriers and power to each user to maximize the sum of user data rates, subject to constraints on total power, bit error rate, and proportionality among user data rates. Previous allocation methods have been iterative nonlinear methods suitable for ofine optimization. In the special high subchannel SNR case, an iterative root-nding method has linear-time complexity in the number of users and N logN complexity in the number of subchannels. We propose a non-iterative method that is made possible by our relaxation of strict user rate proportionality constraints. Compared to the root-nding method, the proposed method waives the restriction of high subchannel SNR, has signicantly lower complexity, and in simulation, yields higher user data rates.)

matlab编程实例，各种仿真，经典仿真实例(matlab programming examples, a variety of simulation, simulation of the classic examples)

ISI信道下的信号检测和译码的联合迭代算法的实现，编码使用递归卷积码，译码算法为BCJR算法。(Iterative algorithm to achieve joint signal detection and decoding under ISI channel, encoded using recursive convolutional code and decoding algorithm is BCJR algorithm.)

基于k近邻规则的PCA方法，改进的主元分析法用于故障诊断(PCA based on KNN)

多元数据分析的主分量分析投影，进行逐步线性回归，对于初学matlab的同学会有帮助，是学习PCA特征提取的很好的学习资料，三相光伏逆变并网的仿真，matlab开发工具箱中的支持向量机。(Principal component analysis of multivariate data analysis projection, Stepwise linear regression, Matlab for beginner students will help, Is a good learning materials to learn PCA feature extraction, Three-phase photovoltaic inverter and network simulation, matlab development toolbox support vector machine.)

Integrated Probabilistic Data Association (IPDA), Simple MatLab code

书号的识别程序，带有相应的图解。可以作为识别的参考程序。(ISBN identification procedures, with the corresponding illustrations. Identification procedure can be used as a reference.)