Particle Swarm Optimization Algorithm
Particle Swarm Optimization for system enhancement with fully functional implementation
Constrained Particle Swarm Optimization with Implementation Details
Debugged and operational constrained PSO algorithm featuring constraint-handling mechanisms, parameter configuration guidance, and performance analysis
Artificial Fish Swarm Algorithm (FSA) Implementation
MATLAB-based implementation of the Artificial Fish Swarm Algorithm (FSA), featuring robust optimization capabilities through fish schooling behavior simulation. The implementation includes core functions for swarm initialization, visual range calculation, prey behavior, swarm behavior, and follow behavior with configurable parameters. This validated code demonstrates high search efficiency, adaptive parameter adjustment, and broad applicability to complex optimization problems.
MATLAB Simulation Model Based on Model Reference Adaptive Control
Successfully debugged and verified to run correctly with optimized performance
SIFT Feature Point Detection and Matching Program Implemented in MATLAB
A custom MATLAB implementation of SIFT feature detection and matching algorithm, fully functional and tested successfully
LTE Downlink System-Level Simulation (commlteSISO)
LTE downlink system-level simulation package with verified execution and comprehensive code annotations. The main simulation script is named "commlteSISO.m".
LTE Downlink Simulation
A functional LTE downlink simulation program that has been successfully tested and validated through multiple runs. The implementation includes comprehensive channel modeling, signal processing algorithms, and performance evaluation metrics to simulate real-world downlink scenarios.
G-P Algorithm for Embedding Dimension
The G-P algorithm for determining embedding dimension has been thoroughly debugged and is now operational, making it readily applicable for practical implementations with enhanced computational efficiency.
RBF Neural Network Handwritten Digit Recognition Algorithm
This is a MATLAB-implemented RBF neural network algorithm for handwritten digit recognition. The algorithm is operational when provided with corresponding handwritten digit images, featuring radial basis function layer implementation and pattern classification capabilities.
Classic Density-Based Clustering Algorithm OPTICS with MATLAB Implementation
Classic density-based clustering algorithm OPTICS implemented in MATLAB, featuring clear explanations and executable code for practical data analysis applications