Professional MATLAB source code with comprehensive documentation and examples
A supervised naive Bayes classification algorithm accounting for feature dependencies. Implements parameter estimation, processes training and test datasets, and outputs classification results with accuracy metrics.
This algorithm performs remote sensing image classification using k-means clustering for terrain segmentation across multiple input images. The implementation involves processing several remote sensing images simultaneously to achieve comprehensive d
Islanding Detection Active AFD Algorithm Model and Its MATLAB Implementation - Code Structure, Signal Processing Functions, and Algorithm Validation Approaches
Implementation of signal detrending using least squares method, including MATLAB code for data extraction from Excel files with real measurement data examples.
A MATLAB simulation program for track-to-track association and fusion in multi-target tracking, featuring robust implementation with excellent performance!!!
MATLAB nonlinear regression algorithms are programs that perform parameter fitting on existing data series, utilizing optimization techniques to model complex relationships.
This is a B-spline curve based toolpath generation program for CNC machining, featuring CAD/CAM-oriented algorithms with implementation details for numerical control applications.
Implement target tracking with block matching algorithm to display movement direction of moving objects and generate motion vector plots
Implementation of least squares simulation function with polynomial fitting capabilities for both 3rd-degree and 9th-degree polynomials, including algorithm descriptions and MATLAB code integration approaches.
Implementation and application of quantum evolutionary algorithms using advanced quantum rotation gates within the MATLAB computational environment
Algorithm Implementation: Utilizing Dijkstra's Algorithm to Compute All-Pairs Shortest Path and Network Average Shortest Path with Code Integration
Penalty function methods, including interior point and exterior point approaches, are commonly employed to solve constrained optimization problems and find optimal values.
Implementation of multiresolution decomposition using the À Trous algorithm, which simultaneously provides details and approximations at each decomposition level, maintaining identical length with the original data throughout the process.
A trajectory optimization program utilizing the collocation method, providing detailed implementation insights and algorithmic explanations to assist developers in motion path planning and efficiency improvement.
A MATLAB-based object tracking simulation tool that processes AVI videos with specific format requirements, extracting human silhouettes against black backgrounds and detecting movement direction using computer vision algorithms.
Main program for multi-object tracking featuring track initiation, data association, and target state estimation processes with detailed algorithm explanations
Algorithm for optimal power allocation in AF three-hop cooperative diversity systems targeting minimal average bit error rate (ABER). The compressed folder includes corresponding research paper and potential MATLAB/Python implementation frameworks fo
Kalman filter-based traffic flow prediction implementation with detailed MATLAB code examples demonstrating state-space modeling and recursive estimation algorithms
This program is adapted from the classic continuum structural topology optimization code, implementing multi-load and multi-condition structural topology optimization with enhanced computational efficiency and robust algorithm performance.
MATLAB implementation of multivariable generalized predictive control algorithm with detailed code analysis and practical applications