Explore MATLAB source code curated for "matlab代码" with clean implementations, documentation, and examples.
MATLAB code for proportional navigation ideal trajectory simulation, providing differential equations of proportional navigation method. The implementation uses MATLAB programming language to conduct 3D data simulation of missile ideal trajectories, generates 3D ideal trajectory plots, and analyzes trajectory characteristics under varying missile and target parameters with computational approach explanations.
MATLAB program for implementing cellular automata (CA) - a computational model used to simulate local rules and interactions. This implementation defines CA on a grid structure where each cell represents a discrete entity with finite states. The core algorithm applies transition rules simultaneously to all cells based on their current state and the states of their neighboring cells (typically 4 or 8 neighbors). Cellular automata find applications in physics simulation, biological modeling, and complex system analysis.
Robust PCA, derived from low-rank matrix recovery problems by Wright et al. [13], has gained significant attention in recent years as one of the most popular RPCA methods. Low-rank matrix recovery aims to reconstruct original low-rank data from noisy observations - a concept analogous to PCA which identifies low-dimensional subspaces while treating deviations as noise. The core innovation lies in simultaneously requiring L0 to be low-rank while S0 must be sparse with arbitrarily large elements, enabling effective outlier handling through mathematical optimization. This implementation demonstrates how to separate corruptions (even extreme pixel noises) into sparse components using convex optimization techniques.
MATLAB code implementation for canonical correlation analysis with correlation coefficient maximization
Gray prediction model MATLAB program for time series forecasting with algorithm explanation and key function descriptions.
MATLAB bispectral analysis implementation featuring higher-order cumulant based order determination using maximum adjacent singular value difference method, with visualization including contour plots, bispectral plots, phase diagrams, and slice plots
MATLAB program for generating Duffing bifurcation diagrams and calculating Lyapunov exponents for continuous Duffing equations, featuring robust numerical integration and accurate dynamical system analysis
This collection features both fundamental and classic cellular automata implementations in MATLAB, including renowned models like Game of Life and Langton's Ant with detailed code explanations.
A comprehensive fault detection simulation program with detailed code examples, featuring various algorithms and implementation approaches for system diagnostics and testing scenarios.
MATLAB program for performing cubic spline interpolation with sample code and visualization. Demonstrates using built-in spline() function for smooth curve fitting between data points.