Computing Matrix SVD Decomposition Using Different Methods
MATLAB simulation for computing matrix SVD decomposition through various approaches, utilizing SVD for solving least squares problems and implementing image compression
Simulation of Cyclic Prefix-Based Synchronization Algorithm
Simulation of a cyclic prefix-based synchronization algorithm utilizing multi-symbol averaging to mitigate noise impact.
GPS Inertial Navigation MATLAB Toolbox - MATLAB Source Code
MATLAB source code for GPS inertial navigation toolbox, ideal for beginners studying inertial navigation systems, facilitates mastery of INS/GPS integrated navigation techniques with practical implementation examples
GPS Satellite Position and Velocity Computation
Computes GPS satellite position and velocity using ephemeris data and specified time parameters, implementing orbital mechanics algorithms for precise navigation solutions.
Sequential Backward Elimination Feature Selection Algorithm
1. Sequential Backward Elimination Feature Selection Algorithm, 2. Sequential Floating Forward Selection (SFFS) Algorithm, 3. Information Significance Detection (ISD) Algorithm, 4. Log-Likelihood Ratio (LLR) Algorithm, 5. Chi-Square Zhang Detection (
Kalman Filter and Camshift Algorithm Integration
Source code implementation combining Kalman filter and Camshift algorithms for robust object tracking, featuring probabilistic prediction and adaptive color-based tracking mechanisms.
UKF and EKF Simulation Comparison with Code Implementation
This MATLAB code provides a comprehensive simulation comparison between Unscented Kalman Filter (UKF) and Extended Kalman Filter (EKF), featuring state estimation plots and covariance analysis for each state variable with detailed implementation insi
Extended Kalman Filter Algorithm Implementation
Extended Kalman Filter algorithm program written in MATLAB - highly efficient and practical implementation
MATLAB Implementation of K-Means Clustering Algorithm
A MATLAB implementation of the K-means algorithm tested on Iris dataset, featuring robust debugging and stable experimental results with detailed performance analysis.
Grey Relational Analysis
Grey Relational Analysis for Complex Systems (Commonly Used Modeling Algorithm)
Multiple Optimal Consistent Function Approximation
Implementation of multiple optimal consistent function approximation using MATLAB, featuring an independently developed algorithm validated through practical applications
Region Growing Algorithm Implementation in MATLAB
MATLAB source code for region growing algorithm with image segmentation and object detection applications
Source Code for Fresnel Diffraction
Implementation of Fresnel diffraction algorithm with practical applications in wave propagation simulation and computer graphics rendering.
GPS Navigation Toolbox - Core Features and Implementation
GPS Navigation Toolbox: A comprehensive suite of navigation algorithms and mapping functions enabling real-time positioning, route optimization, and location-based services. Includes implementations for coordinate transformation, Kalman filtering, an
Dynamic Programming Implementation of Track-Before-Detect Algorithm
Implementation of track-before-detect using dynamic programming algorithm. Includes simulation scenario setup primarily based on the target measurement model from D.J. Salmond's "A Particle Filter for Track-Before-Detect" paper, with the dynamic prog
MATLAB Implementation of Regularized Orthogonal Matching Pursuit (ROMP) Algorithm
A MATLAB source code implementation of the Regularized Orthogonal Matching Pursuit (ROMP) algorithm packaged as a reusable function with comprehensive documentation
Measurement Error Processing Algorithms
This system provides a human-machine interface for test data input, intermediate calculation results, and selection criteria for gross error discrimination. Code implementation typically involves data validation modules, statistical processing functi
Separation Layer Algorithm and Fourier Transform Methods
Implementation of separation layer algorithm and Fourier transform methods using MATLAB programming language to analyze the characteristics of fiber Bragg gratings (FBG)
TCSC Location Determination and Implementation
TCSC (Thyristor Controlled Series Compensator) Location Determination - Techniques for Optimal Power System Stabilization Through Voltage and Current Control
Texture-Based Image Segmentation with MATLAB Implementation
MATLAB source code for texture-based image segmentation utilizing wavelet transforms and K-means clustering algorithms