MATLAB Implementation of Optimization Algorithms: Powell Algorithm Code
MATLAB-based optimization algorithm implementation featuring the classic Powell method - an excellent program with clean, understandable code for nonlinear minimization problems
Optimized Orthogonal Matching Pursuit Algorithm for Compressed Sensing Signal Recovery
This implementation presents an enhanced compressed sensing signal recovery algorithm that improves upon the greedy iterative Orthogonal Matching Pursuit (OMP) method. The conventional OMP algorithm selects suboptimal atoms during each iteration, fai
GPS Signal Acquisition Simulation
MATLAB simulation of GPS signal acquisition with coherent and non-coherent integration algorithms, providing accurate signal detection and processing results
Simulation of Multi-Target Tracking Using Fuzzy Adaptive Interacting Multiple Models
A simulation program for multi-target tracking based on fuzzy adaptive interacting multiple models, including performance comparisons with conventional tracking methods and algorithm implementation details.
Chaotic Systems Program Source Code Collection
Download now for essential chaotic systems source code - classic algorithms provided by research community including small data sets method, Wolf exponent calculation, mutual information analysis, comprehensive chaos prediction programs and more.
RRT Algorithm: A Sampling-Based Path Planning Approach
The RRT (Rapidly-exploring Random Tree) algorithm is a sampling-based planning method that generates executable trajectories through kinematic and dynamic simulations. It avoids explicit space modeling by performing collision detection on sampled poi
Facial Recognition System using PCA and SVM Algorithms
A facial recognition program implementing Principal Component Analysis (PCA) for feature extraction and Support Vector Machine (SVM) for classification - shared with the technical community!
Hill Climbing Algorithm for Solving Optimization Problems
Implementation of hill climbing method for optimization problems using 4 separate files with functions and scripts organized modularly
Maximum Likelihood Method with Gaussian Colored Noise (GCN)
Maximum Likelihood Method under Gaussian Colored Noise!!! Comparing Key Differences and Implementation Approaches
Gaussian Model-Based Background Subtraction in MATLAB
Implementation of Gaussian Model Background Removal in MATLAB for Image Processing Applications
Sparse Representation Algorithms on Overcomplete Dictionaries with K-SVD Implementation
Sparse representation algorithms on overcomplete dictionaries and K-SVD algorithm - Advanced techniques for high-dimensional data analysis with code implementation insights
Comparison of Detection Probabilities Among Various Compressed Sensing Algorithms
Performance analysis of M-OMP (Multipath Orthogonal Matching Pursuit), MP (Matching Pursuit), and OMP (Orthogonal Matching Pursuit) algorithms in compressed sensing, focusing on detection probability evaluation and implementation characteristics.
Rapid Implementation of Simultaneous Localization and Mapping
This program enables fast simultaneous localization and mapping (SLAM) with three predefined path configurations, serving as valuable learning references for algorithm implementation and customization.
MATLAB Simulation Suite Featuring Square-Root Cubature Kalman Filter (CKF), Unscented Kalman Filter (UKF), and Extended Kalman Filter (EKF)
A comprehensive MATLAB simulation package implementing Square-Root Cubature Kalman Filter (CKF), Unscented Kalman Filter (UKF), and Extended Kalman Filter (EKF) algorithms with detailed code annotations and flexible customization options.
Least Squares Surface Fitting Program (MATLAB Implementation)
MATLAB m-file implementation for least squares surface fitting of 3D data z=f(x,y) using polynomial approximation
Blind Source Separation Algorithm Based on Kurtosis with Visualization Components
A kurtosis-based blind source separation algorithm implementation featuring comprehensive data visualization subroutines for signal analysis.
Four Panchromatic and Multispectral Image Fusion Methods in Image Processing
Comparative analysis of four image fusion techniques (IHS, PCA, Wavelet, and Wavelet-PCA Hybrid) between panchromatic and multispectral images, including implementation methods and evaluation metrics calculation (Information Entropy, Q4, etc.)
MATLAB Implementation of MUSIC Algorithm with Code Explanation
Original implementation of the MUSIC algorithm with enhanced code-related descriptions for signal direction estimation
Description of Common Kernel Functions with 3D Visualization
This algorithm provides detailed descriptions of commonly used kernel functions and visualizes their characteristics through 3D graphical representations, including implementation insights for machine learning applications.
Classification Algorithms: SVM, kNN, Decision Trees and More
Comprehensive collection of classification algorithms including SVM, kNN, and Decision Trees with detailed documentation and code implementation insights