MATLAB Code for GPS Receiver Positioning Solution Using Kalman Filter
Implementation of Kalman Filter Algorithm for GPS Receiver Positioning Calculation in MATLAB with Code Structure and Function Explanations
K-Means Vector Quantization Implementation Code
This implementation demonstrates vector quantization using the k-means clustering algorithm for signal processing applications
Extended Kalman Filter for Target Tracking Simulation
Simulation implementation of Extended Kalman Filter for target tracking with comprehensive error statistics and analysis
Chaotic Time Series Analysis and Prediction Toolbox Version 1.0
Chaotic Time Series Analysis and Prediction MATLAB Toolbox - Version 1.0 featuring comprehensive algorithms for phase space reconstruction, Lyapunov exponent calculation, and nonlinear prediction models
Simulation of TDOA Algorithm for Location Positioning
Simulation of Time Difference of Arrival (TDOA) algorithm for target localization, featuring implementation analysis and performance validation.
Simulation of Monte Carlo Algorithm
Monte Carlo Algorithm Simulation Source Code - Demonstrates the fundamental principles of Monte Carlo simulations with practical implementation examples and algorithm explanations
MATLAB Code Implementation for Chaos Analysis
MATLAB programs designed for chaos analysis, featuring generation of various standard chaotic attractors, phase space reconstruction parameter selection, and chaos prediction capabilities with implementation insights.
Several Programs for Function Optimization
A collection of MATLAB programs implementing various function optimization techniques including Simulated Annealing, Tabu Search, Genetic Algorithms, and Neural Networks
PCA-Based Image Classification Method: Efficient Dimensionality Reduction and Feature Extraction
An effective and highly interpretable image classification approach utilizing Principal Component Analysis (PCA) for dimensionality reduction and feature extraction, with straightforward implementation.
MATLAB Implementation of NCC Algorithm with Code Description
MATLAB implementation of the NCC algorithm featuring clean, readable code structure, though with longer execution time due to computational complexity. Includes template matching operations and correlation coefficient calculations.
Corresponding Relationship Between Euler Angles and Quaternions
As widely recognized, Euler angles and quaternions correspond to each other. Quaternions avoid gimbal lock issues, offer higher precision, and simplify computations, making them ideal for navigation systems.
Simulation of Carrier Tracking Loop in GPS Tracking Module
This simulation program for GPS tracking module's carrier tracking loop successfully demonstrates the carrier tracking process through comprehensive modeling of signal processing algorithms and real-world GPS reception scenarios.
Finite Element Computation Implementation Using MATLAB Code
Programming finite element calculations in MATLAB with demonstrations of key algorithms, mesh generation, and solver implementation for effective FEA learning
MATLAB Example of GS Algorithm Implementation
MATLAB implementation example of GS algorithm, simulating a circular halo structure with detailed parameter configuration as documented in MATLAB code comments
Ultra-Wideband Basic Localization Algorithms
This code implements fundamental Ultra-Wideband localization algorithms including Time of Arrival (TOA), Time Difference of Arrival (TDOA), and 3D TOA-based positioning. All algorithms are implemented in MATLAB with comprehensive validation completed
Doubly-Fed Induction Generator (DFIG) Wind Turbine Simulation Example
A comprehensive DFIG wind turbine simulation example suitable for practical engineering algorithms and research studies, featuring power conversion modeling and control system implementation.
LAMBDA Algorithm for GPS Ambiguity Resolution with MATLAB Implementation
MATLAB source code for the renowned LAMBDA GPS ambiguity resolution algorithm - Essential for GPS software development with comprehensive code structure and algorithmic implementation
MATLAB Code Implementation for Face Recognition
Face Recognition System: PCA Feature Extraction Followed by Neural Network Classification
Mixed Integer Quadratic Programming Source Code
Source code implementation for solving Mixed Integer Quadratic Programming (MIQP) optimization problems
Scale-Free Network Structure
Scale-free network structures are relatively simple to implement, with straightforward algorithms and visualization techniques. Compared to other programming languages, MATLAB offers extensive mathematical libraries that enable concise and efficient