Professional MATLAB source code with comprehensive documentation and examples
Advanced evolutionary algorithm implementation for optimizing particle filters in nonlinear non-Gaussian scenarios with performance enhancement capabilities
A custom implementation of the 2DPCA (Two-Directional Principal Component Analysis) algorithm featuring matrix-based feature extraction, covariance calculation, and dimensionality reduction operations. For questions or suggestions, please contact fng
This is the latest MATLAB source code for fast computation of the TV model, implementing an algorithm capable of solving various nonlinear diffusion equations with high stability and rapid computation speed.
A MATLAB package for generating random 3D target trajectories with customizable height, velocity, and acceleration ranges. The implementation includes trajectory generation algorithms with configurable motion constraints, making it particularly usefu
Key identification algorithms in system identification including Least Squares Method, Recursive Least Squares, Generalized Least Squares, and Variable Forgetting Factor Recursive Algorithm, with implementation insights.
A developed two-stage heuristic algorithm for solving the Location-Routing Problem (LRP), incorporating Clarke-Wright savings algorithm as an embedded component within its structure.
A comprehensive example program for Kalman filtering capable of performing both one-dimensional and two-dimensional calculations with detailed code structure and algorithm implementation
Implementing PCA using MATLAB's basic mathematics package helps understand PCA principles and demonstrates practical implementation steps including data preprocessing and eigendecomposition.
A monocular vision-based single target tracking program combining Meanshift algorithm with Kalman filter, featuring robust object tracking implementation with code structure explanations.
DOA estimation for signals employing the fourth-order cumulant approach with algorithmic implementation insights
Elastic Wave Numerical Simulation with Time-Domain Finite-Difference Algorithm in Dual-Phase Media
This program implements video object tracking using the Kalman Filter algorithm from an easily understandable perspective, featuring state estimation and motion prediction capabilities.
High-quality programs for SAR and polarimetric SAR information processing. Includes Cloude.m for computing H/alpha parameters in classical Cloude decomposition, classes.m implementing the complete Cloude decomposition method, and myCFAR.m featuring t
Adaptive control and synchronization methods for coupled generator systems, along with chaos control implementation in deformed coupled generator systems
Implementation approaches for tracking and positioning sound sources in reverberant indoor environments, including algorithmic considerations.
A practical example demonstrating how to solve Linear Matrix Inequalities (LMI) for predictive control algorithms with time delays implemented on state-space plant models, featuring algorithmic implementation details and MATLAB code considerations.
This program simulates an indoor positioning algorithm based on distance estimation and NNSS (Nearest Neighbor in Signal Space) methodology.
A functional MATLAB program that performs empirical mode decomposition on time series data and implements predictive modeling using least squares support vector machines (LS-SVM)
MATLAB implementation of k-means clustering algorithm for effective classification of large datasets with code optimization techniques
MATLAB-based simulation source code for implementing strapdown inertial navigation equations, featuring algorithm analysis and system performance evaluation