Explore MATLAB source code curated for "matlab源码" with clean implementations, documentation, and examples.
This repository provides MATLAB source code implementing the ISODATA algorithm for pattern recognition applications. The code features comprehensive implementation including data initialization, cluster center selection, cluster assignment, and cluster update procedures. Each section contains detailed inline comments explaining the algorithmic logic and MATLAB-specific implementation approaches.
MATLAB source code for image super-resolution reconstruction using Projection Onto Convex Sets (POCS) method, featuring detailed algorithm explanations and implementation insights
MATLAB source code for video watermarking - Part 5 of the compressed package series, providing reference implementation for watermarking enthusiasts with detailed algorithm explanations and code structure.
Kalman filter algorithm for data smoothing with MATLAB source code - includes implementation details and technical explanations
MATLAB Source Code: Algorithm for Periodic Peak Detection in ECG Signals
MATLAB source code for workshop layout optimization using genetic algorithms. Workshop layout optimization involves strategically arranging processing equipment, material handling systems, work units, and aisle corridors within a limited production space. This model represents a nonlinear continuous optimization problem with complex constraints that can be effectively solved using genetic algorithms. The code implementation includes chromosome encoding for layout configurations, fitness evaluation based on material flow efficiency, and genetic operators for solution evolution.
MATLAB source code implementation for robotic arm control using CMAC (Cerebellar Model Articulation Controller) neural network, featuring nonlinear mapping capabilities and pattern recognition algorithms
Excellent MATLAB source code for Support Vector Machines, ready to use without path configuration, offering superior usability compared to libsvm!
MATLAB source code for wireless mobile channel implementation, providing a programming framework for wireless communication channel simulation and serving as a verification platform for wireless communication systems. This codebase includes key algorithms for channel modeling such as Rayleigh fading, Doppler shift simulation, and multipath propagation effects.
MATLAB source code for training BP neural networks using Particle Swarm Optimization (PSO) algorithm, featuring complete implementation of hybrid optimization approach for neural network weight adjustment