MATLAB Code Implementation for GPS Data Reading and Processing
This implementation demonstrates GPS data reading, calculation of various corrections (including ionospheric and tropospheric), and data visualization through plotting functions
Capon Method for DOA Estimation
The Capon method in Direction of Arrival (DOA) estimation, essential for academic papers and technical implementations, with algorithm explanations and code-related insights.
A Novel Algorithm Based on Particle Filter for Advanced Target Tracking
This program implements an innovative particle filter-based algorithm that integrates MCMC Bayesian Model Selection and Markov Chain Monte Carlo methodologies for target tracking applications. It effectively handles single-target tracking, multi-targ
ICA Fixed-Point Algorithm (FastICA)
Application Context: This algorithm is derived from fixed-point recursive methodology and is applicable to any data type. Its development enables ICA analysis of high-dimensional data. Also known as the Fixed-Point algorithm, it was proposed by Hyvär
Calculating GPS Satellite Positions Over 24 Hours: MATLAB Implementation
MATLAB program for calculating GPS satellite positions over 24-hour periods, featuring orbital mechanics algorithms and practical implementation details developed through extensive research and coding effort.
Implementation of Maneuvering Target Tracking Using Kalman Filter
This program demonstrates maneuvering target tracking implementation using a Kalman filter with a current statistical model. The code includes complete simulation setup, state prediction, and measurement update cycles. Feel free to use it for learnin
Application of Fuzzy Support Vector Machine and Principal Component Analysis in Face Recognition
Integration of Fuzzy Support Vector Machine and Principal Component Analysis for Enhanced Face Recognition Systems
Single User Water Injection Algorithm Source Code Implementation
This MATLAB-based source code implements the single-user water injection algorithm, featuring parameter processing, optimization calculations, and result visualization for oil production enhancement.
Lagrange Polynomial Interpolation, Gaussian Elimination for Solving Equations, Least Squares Fitting, Composite Trapezoidal Rule for Numerical Integration
This repository contains several self-developed MATLAB programs for numerical computations, implementing Lagrange Polynomial Interpolation, Gaussian Elimination for solving linear systems, Least Squares method for curve fitting, and Composite Trapezo
Smoothness Optimization of the Original Sequence for Grey Model GM(1,1)
Smoothness optimization techniques applied to the original sequence of Grey Model GM(1,1) for improved forecasting accuracy
MATLAB Implementation of Track Estimation and Data Association Using Kalman Filter and Nearest Neighbor Algorithm
This program utilizes Kalman Filter for track estimation and implements data association through the Nearest Neighbor Algorithm, providing a comprehensive solution for target tracking applications.
Solving Nonlinear Equation Systems
MATLAB Algorithm Collection - Nonlinear Equation System Solving
Keystone Algorithm for Range Walk Correction
Correction of range walk using the Keystone algorithm for high-speed moving targets, this program provides implementation of the Keystone algorithm with code-level explanations
MATLAB Code Implementation for Multi-Target Tracking Simulation with Data Fusion
Simulation program for multi-target tracking featuring multi-sensor data fusion, developed using MATLAB with Kalman filtering and probabilistic data association methods.
SIFT Feature Point Matching for Object Tracking
SIFT object tracking with robust feature point matching delivers high detection performance and superior matching accuracy across varied conditions
MATLAB Implementation of Dynamic Programming Algorithm
This code implements a dynamic programming algorithm that finds an optimal path and identifies corresponding nodes. The implementation demonstrates key DP concepts including memoization, state transitions, and optimal substructure properties.
PCA Principal Component Analysis Algorithm with MATLAB Implementation
MATLAB source code for PCA principal component analysis algorithm, implementing PCA using MATLAB. Includes related PCA materials, data preprocessing techniques, and result interpretation methods.
Multidimensional Partial Least Squares Method for Multidimensional Data Fitting
The multidimensional partial least squares method for multidimensional data fitting effectively establishes models for various collinear datasets, providing robust regression analysis through dimensionality reduction techniques.
MATLAB Implementation of K-Means Clustering Algorithm
A ready-to-run MATLAB program for k-means clustering algorithm with evaluation metrics and visualization tools.
Simple Kalman Filter Implementation for Beginners
A MATLAB implementation of a basic Kalman filter, designed for beginners to learn state estimation and signal processing techniques with practical code examples and algorithm explanations.