Matrix Solution for Overdetermined Systems Using Least Squares Method
Implementation of least squares matrix solution for overdetermined equations using MATLAB, featuring code explanations and algorithmic approaches.
MATLAB Implementation of Gabor Wavelet Filter
A comprehensive MATLAB implementation of Gabor wavelet filters supporting both 1D and 2D signal processing, featuring practical applications for feature extraction and time-frequency analysis.
MATLAB Implementation of Mie Theory for Spherical Particle Scattering Calculation
A MATLAB-based computational program implementing Mie theory for spherical particle scattering analysis, widely used in photonics research with user-friendly implementation and comprehensive scattering parameter calculations.
Solving Pseudorange Positioning Equations with MATLAB Implementation
Develop a MATLAB program to solve pseudorange positioning equations, process actual measurement data, and compute receiver position and clock bias. The provided dataset includes two sets of 8-channel data where X, Y, Z represent satellite coordinates in WGS-84 coordinate system, and Range corresponds to corrected pseudorange measurements. Key implementation involves linearization techniques and iterative least-squares algorithms.
Image Texture Feature Extraction Algorithm with MATLAB Implementation
MATLAB-based image texture feature extraction algorithm accompanied by sample texture imagery - demonstrates high effectiveness for robust texture analysis and computer vision applications
Motion Object Detection Based on Gaussian Mixture Model
Gaussian Mixture Model-based motion detection algorithm implemented in MATLAB, capable of identifying and marking moving objects in video sequences with adaptive background modeling and foreground segmentation techniques.
Forward-Backward Sweep Method for Radial Distribution Network Power Flow with Algorithm Implementations
MATLAB implementation of radial distribution network power flow using forward-backward sweep method combined with ant colony optimization, particle swarm toolbox PSOt, genetic algorithm for reactive power optimization, and multi-swarm chaotic ant colony algorithm for unit commitment problem solving
Source Files for Channel Simulation
Source files for channel simulation implemented using MATLAB
Genetic Algorithm Path Planning Implementation in MATLAB
A MATLAB-based genetic algorithm implementation for path planning with satisfactory performance, suitable for academic projects like graduation theses with support for result visualization through screenshots.
GIST Feature Extraction for Image Libraries
This MATLAB implementation extracts GIST features from image libraries, includes test files for functionality validation and performance evaluation