Recursive Least Squares Identification Algorithm
A practical recursive least squares identification program for system identification applications, implemented in MATLAB with efficient code structure and parameter estimation capabilities
Sequential Dynamic Programming Algorithm (Forward Minimum Value Calculation) Implementation
MATLAB implementation of the sequential dynamic programming algorithm for forward minimum value calculation, including a practical example, reference PDF documentation, and beginner-friendly personal annotations with code explanations
MATLAB Implementation of Multiple Linear Regression Using Least Squares Method
Implementation of multiple linear regression with least squares estimation in MATLAB, including data import, model fitting, result analysis, and prediction techniques.
MATLAB Implementation of Convolutional Neural Networks for Face Recognition
Implementation of face recognition using Convolutional Neural Networks (CNN) in MATLAB, featuring working code examples and practical applications.
UKF Filter-based SLAM Algorithm Implementation
MATLAB implementation of Simultaneous Localization and Mapping (SLAM) using Unscented Kalman Filter (UKF) - a valuable reference for robotics researchers studying autonomous navigation systems.
MATLAB Implementations of Mainstream Face Tracking Algorithms
MATLAB implementations of various mainstream face tracking algorithms including Kalman filter, particle filter, and support vector machine approaches
Nearest Neighbor Algorithm for Pattern Recognition Problems with MATLAB Implementation
MATLAB implementation of the nearest neighbor algorithm for pattern recognition, featuring clear code examples and practical explanations
MATLAB Implementation of Quantum Particle Swarm Optimization Algorithm
MATLAB implementation of Quantum Particle Swarm Optimization algorithm with comprehensive program documentation and code descriptions
MATLAB Implementation of RAKE Receiver
MATLAB implementation of a RAKE receiver featuring correlation-based channel estimation algorithms for signal reception
High-Resolution Algorithm in Multi-Beam Systems - MUSIC Algorithm with MATLAB Implementation
MATLAB source code implementation of the MUSIC algorithm for multi-beam systems, demonstrating its high-resolution capability through clear visual output after execution. This program provides practical insights into signal direction estimation techniques using eigenvalue decomposition and spatial spectrum analysis.