PID Controller Parameter Optimization Using Ant Colony Algorithm
MATLAB source code for PID controller parameter optimization based on Ant Colony Algorithm, featuring detailed implementation steps with comprehensive documentation
MATLAB Source Code for OFDM Windowing Technique
MATLAB source code implementing OFDM windowing method specifically designed to reduce Peak-to-Average Power Ratio (PAPR) in orthogonal frequency division multiplexing systems
Image Quality Assessment
MATLAB source code implementing multiple algorithms for comprehensive image quality evaluation
MATLAB Source Code for Fuzzy C-Means Clustering Improved by Genetic Algorithm
The Fuzzy C-Means (FCM) algorithm tends to converge to local minima. To overcome this limitation, we integrate genetic algorithms into the FCM optimization process. The genetic algorithm generates initial cluster centers, which are then refined using the standard FCM algorithm to achieve optimal classification results. This implementation features chromosome encoding for cluster centers, fitness evaluation using FCM objective functions, and iterative population evolution.
Classic Ant Colony Optimization Algorithm MATLAB Source Code
High-quality MATLAB implementation of the classic Ant Colony Optimization algorithm, featuring customizable parameters for various optimization problems. While C++ implementation is possible, MATLAB provides simpler syntax and built-in visualization tools for algorithm development and testing.
MATLAB Implementation of K-L Transform (Eigenface) for Face Recognition
MATLAB source code for K-L Transform (Eigenface) in face recognition applications, featuring PCA-based feature extraction and face recognition algorithm implementation
MATLAB Source Code for KPCA (Kernel Principal Component Analysis) in Face Recognition Applications
MATLAB implementation of KPCA algorithm for face recognition and pattern recognition applications with kernel method optimization
MATLAB Source Code for BPSK Receiver Using Direct Sequence Spread Spectrum Communication
MATLAB source code implementation of a BPSK receiver employing direct sequence spread spectrum (DSSS) communication technology
Video Watermarking MATLAB Source Code - Archive Part 4
MATLAB source code for video watermarking implementation (fourth archive package), featuring both digital and visible watermarking techniques. Ideal reference for watermarking enthusiasts and researchers working with multimedia security applications.
MATLAB Source Code for PSO (Particle Swarm Optimization) Algorithm
MATLAB source code implementation of Particle Swarm Optimization (PSO) algorithm for finding optimal numerical solutions in solution space, featuring customizable parameter configuration and objective function handling.