MATLAB Implementation of EM Algorithm
Reliable EM algorithm implementation sourced from MATLAB's official repository, providing robust data processing capabilities.
MATLAB Implementation of Principal Component Analysis (PCA) with Code Examples
A comprehensive MATLAB implementation of PCA algorithm, featuring detailed code explanations, data visualization techniques, and dimensionality reduction demonstrations for machine learning applications.
PCA Principal Component Analysis Algorithm Implementation
MATLAB source code for PCA principal component analysis algorithm, implementing PCA using MATLAB with detailed code explanations and practical applications.
MATLAB Code Implementation of Spectrum Analysis Toolbox
This spectrum analysis toolbox provides source code for various functionalities including frequency peak detection, signal noise level assessment, and spectral characteristic analysis.
MATLAB Source Code for Object Tracking Implementation
Object tracking source code implemented in MATLAB, containing three core sub-functions with optimized performance for various applications including drones and robotics.
Kalman Filter Implementation and Related Functions
Featuring Kalman filter implementation capabilities, developed using MATLAB 7.0 programming environment. This implementation includes comprehensive state estimation algorithms and supports various filter configurations.
MATLAB Implementation of Kalman Filter
Source code implementation of Kalman filter in MATLAB provided as reusable functions with algorithm explanations
Multi-Objective Particle Swarm Optimization Algorithm in MATLAB
Implementation of multi-objective particle swarm optimization algorithm using MATLAB software, including various test functions with performance analysis and code demonstrations.
Implementation of PPM Encoding Modulation
This program demonstrates how to implement Pulse Position Modulation (PPM) encoding for wireless optical communication systems, featuring code examples and algorithm explanations.
MATLAB Implementation of EM Algorithm with Code Examples
MATLAB code for EM algorithm implementation. The extracted package can be directly executed in MATLAB environment to demonstrate expectation-maximization for statistical parameter estimation and clustering applications.