我们通过对接收的符号应用极坐标变换以及对CNN核维数的修改来实现基于CNN的自动调制分类（AMC），以提高相位不完全下分类过程的性能。
We implement CNN-based Automatic Modulation Classification (AMC) by applying a polar transformation to the received symbols along with a modification to the kernel dimensions of the CNN in order to improve the performance of the classification procedure under phase imperfections. (2024-03-16, matlab, 0KB, 下载2次)
该文件包括MATLAB中经典定位仿真代码的代码，如WKNN、KNN和朴素贝叶斯等...
This file includes the code of classical localization simulation code in MATLAB, like WKNN, KNN and naive Bayesian inference. (2022-11-19, matlab, 3KB, 下载0次)
DCT、FFT压缩与均值滤波、中值滤波、高斯滤波、二维统计滤波、自适应中值滤波、维纳滤波、kNN滤波、NL-Means滤波的matlab实现
The matlab implementation of DCT, FFT compression and mean filtering, median filtering, Gaussian filtering, two-dimensional statistical filtering, adaptive median filtering, Wiener filtering, kNN filtering, NL Means filtering (2017-06-07, matlab, 48077KB, 下载0次)
研究了两种常用的分类器；正态分布类的贝叶斯决策规则和k-最近点...
Two popular classifiers are investigated; the Bayes decision Rule for normally distributed classes and the k-Nearest Neighbour decision rule. (2020-12-02, matlab, 1057KB, 下载0次)
我做了一个小项目，使用贝叶斯推理和最大后验概率估计对手写数字进行分类...
A small project I did to classify handwritten digits using Bayesian Inference and Maximum A Posterior probability estimates. (2013-09-14, matlab, 104KB, 下载0次)
Matlab工具箱可以将任意维的正态（高斯）分布与任意域的任意参数进行积分，比较了各种方法的优缺点...
Matlab toolbox to integrate normal (Gaussian) distributions in any dimensions with any parameters in any domain, compute pdf/cdf/inverse cdf of any function of a normal vector, and measures of classification performance among two or more multinormals, like error matrix and d . (2023-04-13, matlab, 20975KB, 下载0次)
实现多项式逻辑回归，加权逻辑回归，贝叶斯逻辑回归，高斯...
Implementation of multinomial logisitic regression, Weighted Logistic Regression, Bayesian Logistic Regression, Gaussian Generative Classification and Gaussian Naive Bayes Classification from scratch in MATLAB (2020-04-08, matlab, 64KB, 下载0次)
k-means和模糊c-均值算法在虹膜数据集和图像、Akaike和贝叶斯信息库上的实现...
Implementation of k-means and Fuzzy c-means algorithm on Iris Data Set and images, Akaike and Bayesian Information Criterion, Self Optimising Map, Mean Shift Clustering (2018-04-12, matlab, 28KB, 下载0次)
使用粒子群优化对高维数据集进行聚类的K-Means的高级版本，它...
An advanced version of K-Means using Particle swarm optimization for clustering of high dimensional data sets, which converges faster to the optimal solution. (2017-12-11, matlab, 2544KB, 下载0次)
我们使用高斯混合模型和贝叶斯理论实现了一个从交通视频中进行车辆检测和跟踪的系统...
We implement a system for vehicle detection and tracking from traffic video using Gaussian mixture models and Bayesian estimation. The system provides robust foreground segmentation of moving vehicles through a K-means clustering approximation as well as vehicle tracking correspondence between frames by correlating Kalman and particle filters. (2016-08-15, matlab, 6070KB, 下载0次)