Particle Filter and Unscented Particle Filter Algorithms
Implementation code for particle filter and unscented particle filter algorithms, including detailed Gaussian mixture model parameter configuration
A Simplified Implementation of the Ant Colony System (ACS) Algorithm
A straightforward and easy-to-understand program demonstrating the Ant Colony System algorithm, suitable for educational purposes
MATLAB Implementation of Empirical Mode Decomposition (EMD)
Complete MATLAB code for Empirical Mode Decomposition with a practical demonstration example, featuring detailed algorithm implementation and key function descriptions.
MATLAB-based Image Multifractal Analysis Program
A MATLAB-implemented image multifractal analysis program that directly computes multifractal spectrum with box-counting algorithm implementation
CoSaMP Algorithm Implementation for Compressive Sensing Reconstruction
A comprehensive implementation of the CoSaMP algorithm for signal reconstruction in compressive sensing systems, featuring iterative measurement vector processing and threshold-based sparsity adaptation.
Broadband Coherent Source DOA Estimation with Enhanced Spatial Resampling
This program implements spatial resampling for focus matrix construction in the Coherent Signal Subspace Method (CSSM) applied to broadband coherent source Direction of Arrival (DOA) estimation. The implementation includes algorithmic enhancements for improved spatial focusing and covariance matrix transformation across frequency bins.
Support Vector Machine Programming Resources
Key programs focusing on Support Vector Machine implementation, providing reference code with comprehensive algorithm explanations and practical applications.
MATLAB Implementation of Wavelet Denoising with Directional Wavelets
This wavelet denoising program implements both classic image denoising algorithms and incorporates the latest directional wavelet transforms, achieving superior noise reduction results with directional sensitivity
MATLAB Program for Pitch Frequency Extraction from Speech Signals
A MATLAB implementation that extracts pitch frequency from speech signals. The program processes .wav audio files as input and outputs pitch frequency values for each frame, featuring advanced signal processing algorithms like autocorrelation or cepstrum analysis for accurate pitch detection.
Image Registration with Particle Swarm Optimization Implementation
A robust image registration program utilizing Particle Swarm Optimization algorithm for enhanced alignment accuracy, featuring parameter optimization and transformation matrix calculation.