Professional MATLAB source code with comprehensive documentation and examples
This TOA positioning algorithm implementation in MATLAB accurately computes lightning locations based on station information, simulates received signals with added error parameters, and performs data inversion for positioning analysis. The code inclu
Implementation of dynamic k-means clustering algorithm with time series adaptation for grayscale and color image analysis and feature extraction
A quantitative analysis method for evaluating factors and supporting decision-making algorithms by measuring relational degrees between data sequences
MATLAB implementation of DOA estimation algorithms, shared for community benefit with technical implementation insights
Feature selection by combining PCA and ICA: performing principal component analysis first, followed by independent component analysis on the resulting features
Simulation of a typical compressed sensing program using wavelet basis as the sparse representation and Orthogonal Matching Pursuit (OMP) as the reconstruction algorithm, with implementation details on signal sparsification and iterative recovery.
MATLAB code for ellipse fitting using least squares method, capable of processing datasets with at least 5 points for robust elliptical shape approximation.
Implementation of the medial axis algorithm for arbitrary simple polygons using MATLAB, featuring code-centric descriptions with algorithm explanations and key function details.
Generate chaotic signals, perform centralization processing, and compute autocorrelation functions for system behavior analysis
KLMS algorithm for GPS signal anti-jamming methods with MATLAB implementation and code analysis
LLE Algorithm MATLAB Source Code - A Manifold Learning Approach for Dimensionality Reduction
MATLAB implementation of nearest neighbor search algorithm to efficiently find point sets within k-neighborhood range of specified points
fastICA Algorithm Implementation for Independent Component Analysis (ICA, Independent Component Correlation Algorithm)
Reactive Power Compensation Optimization Planning for Distribution Networks Using Tabu Search Algorithm to Reduce Network Losses
Implementation of a 3D point cloud surface reconstruction program utilizing the Crust algorithm for generating smooth object surfaces from point cloud data
MATLAB implementation of frequency offset estimation algorithms with amplitude and phase correction techniques for signal processing applications.
This ZIP file contains fundamental principles and concise documentation for both Extended Kalman Filter (EKF) and Global Positioning System (GPS) algorithms. The primary objective is to provide a relatively straightforward EKF implementation that pro
Implementing time delay estimation with generalized cross-correlation for TDOA-based localization systems
Implementation of multi-target tracking using the Multi-Hypothesis Testing method, featuring a video surveillance platform integrated with Kalman filtering for target trajectory prediction. Users can customize the codebase according to their specific
Predictive control is an advanced model-based control technique that utilizes predictive models to forecast future system outputs, implements rolling horizon optimization for control actions, and continuously corrects prediction accuracy based on act