Implementation of RBF Neural Network with K-Means Clustering Algorithm in MATLAB Environment
Implementation of RBF Neural Network Integrated with K-Means Clustering Algorithm in MATLAB Environment for Pattern Recognition and Data Classification
Source Code for a Satellite Navigation Book
This repository contains the official implementation code from a comprehensive satellite navigation textbook, featuring practical algorithms for position calculation, ephemeris computation, and ambiguity resolution. The well-documented MATLAB/Python
The Widely Sought EM Algorithm
A MATLAB implementation of the EM algorithm that everyone is searching for, featuring complete probabilistic modeling and iterative optimization capabilities
MATLAB Software and FDTD Algorithm for 3D Coaxial Resonator Cavity Electromagnetic Field Simulation
Source code implementation using MATLAB software and FDTD algorithm to solve electromagnetic fields in 3D coaxial resonator cavities
Self-Tuning Generalized Predictive Controller
The self-tuning generalized predictive controller proposed by Clark et al. is a parameter model-based predictive control algorithm featuring time-domain optimized performance metrics integrated with identification and self-tuning mechanisms. This app
Harmony Search Algorithm for Solving Economic Dispatch Optimization Problems in Power Systems
Implementation of Harmony Search Algorithm for Power System Economic Dispatch Optimization with Code-based Analysis
Pattern Recognition Course Project with Multiple Algorithm Implementations
My comprehensive pattern recognition project includes implementations of Bayes classification, Fisher linear discriminant analysis, PCA and LDA feature extraction, K-means clustering, and Parzen window algorithm. The code is thoroughly commented and
Integration of Game Theory and Evolutionary Algorithms for Advanced Optimization
Combining game theory with evolutionary algorithms to develop a novel evolutionary optimization approach that enhances convergence speed and solution quality
Network Reconfiguration with Distributed Generation (DG) Integration Using Harmony Search Algorithm
This paper proposes a Harmony Search-based metaheuristic approach for solving distribution network reconfiguration problems with DG integration, focusing on power loss minimization and voltage profile enhancement through optimal DG placement strategi
AStar Algorithm in Path Planning: Implementation and Applications
This article explains the AStar algorithm's application in path planning, including implementation details with code examples to demonstrate practical usage.
Classic Color Transfer Algorithm: Original Paper and Optimized Source Code
An essential resource for learning color transfer algorithms, featuring the original research paper and optimized implementation code with detailed technical explanations.
Design of Wiener Filters
Design of Wiener Filters, Kalman Filter Design, and Adaptive Notch Filter Design
Particle Filter Target Tracking Algorithm
MATLAB-based particle filter target tracking algorithm implementation with detailed code examples, particularly useful for beginners in computer vision and tracking systems
Solving Linear Programming Problems Using MATLAB and YALMIP Toolbox
Implementing Linear Programming (LP) Solutions with YALMIP Optimization Toolbox in MATLAB
2012 Compressive Sensing Tracking Algorithm with Code Modifications
The 2012 compressive sensing tracking algorithm with modified source code, featuring enhanced functionality and operational capability.
Detailed Simulation and Comparison of EKF, UKF, and PF Algorithms
This algorithm thoroughly simulates and compares three filtering methods: Extended Kalman Filter (EKF), Unscented Kalman Filter (UKF), and Particle Filter (PF), enabling observation of filtering performance under different conditions through simple p
MATLAB Implementation of Kalman Filter
Source code implementation of Kalman filter in MATLAB provided as reusable functions with algorithm explanations
DOA Estimation Based on Maximum Likelihood Method
This algorithm implements Direction of Arrival (DOA) estimation using maximum likelihood principles, distinguishing itself from subspace-based DOA algorithms. It requires multi-dimensional search operations, resulting in higher computational complexi
EKF UKF PF Algorithm Comparison with Particle Filter MATLAB Simulation
Comparative study of EKF, UKF, and PF algorithms with particle filter MATLAB simulation program implementation
B-spline Curve and Surface Interpolation and Approximation Algorithms
Algorithms for B-spline curve and surface interpolation and approximation, along with their visualization techniques. Implementation provided in MATLAB format with code examples demonstrating key functions like bspline and parametric surface plotting