Professional MATLAB source code with comprehensive documentation and examples
A MATLAB implementation of a modified Principal Component Analysis (PCA) algorithm for face recognition applications, featuring enhanced image preprocessing and parameter optimization for improved accuracy.
Logistic Map and Strange Attractors Part 1: Logistic Mapping - The Road to Chaos. While chaotic systems display complex behavior, their underlying dynamics (motion equations) aren't necessarily complicated. Simple systems with few parameters can exhi
This improved MUSIC algorithm for Direction of Arrival (DOA) estimation in smart antenna systems demonstrates superior performance with enhanced accuracy and computational efficiency, making it suitable for complex wireless signal processing applicat
Source Code Routine Examples from the book "Kalman Filter Principles and Applications - MATLAB Simulation"
Moving object detection in static backgrounds using frame differencing method for motion target recognition, with implementation involving pixel-wise subtraction between consecutive video frames.
Comprehensive guide to A* algorithm path planning featuring detailed explanations, code implementation examples, and practical applications - ideal for beginners learning pathfinding algorithms.
MATLAB Implementation of Bubble Sort Algorithm with Detailed Code Analysis
Latest MATLAB algorithms for support Vector Machines with practical demonstration examples and code implementation details.
This blind separation program implements an information maximization algorithm as the core framework, providing a primary implementation that can be modified and extended for custom applications.
Implementation of relay processing matrix design in two-way relay scenarios, with performance analysis demonstrating that DPC-ZF and DPC-MMSE algorithms outperform conventional AF and ZF algorithms through MATLAB simulations.
This example demonstrates solving Poisson's equation using the finite difference method with SOR (Successive Over-Relaxation) iteration. The implementation models a square domain discretized into an 11×11 grid structure, where the grid density can be
Algorithms for objective evaluation and decision-making with code implementation insights
A comprehensive toolbox for Least Squares Support Vector Machines, including executable SVM regression examples and detailed usage documentation with code implementation insights.
This comprehensive GPS receiver implementation features well-structured MATLAB code with excellent readability, detailed comments, and robust functionality. Originally developed by a US university, this implementation has been tested, debugged, and o
Performance comparison between LMS and RLS adaptive filtering algorithms, including weight convergence analysis, effects of forgetting factors, and MATLAB implementation considerations
Implementation of least squares method for second-order system identification to extract damping ratio and natural frequency parameters with code-oriented algorithmic explanations
Complete MATLAB implementation of the Fuzzy C-Means algorithm, compatible with MATLAB version 6.5 and above, featuring detailed code explanations and implementation techniques
MATLAB simulation for GPS signal acquisition and tracking with comprehensive documentation
A fundamental generalized prediction algorithm implemented using MATLAB m-files, developed according to Professor Shu Diqian's formulas from his textbook, with comprehensive code structure and mathematical framework
An advanced anti-aliasing solution featuring myaa.m MATLAB integration that delivers professional-looking graphics across all visualization types including 3D plots, scatter plots, and UI elements, with intelligent edge-smoothing algorithms for enhan