Kalman Filter Implementation in GPS Receivers - Tested and Beginner-Friendly
Kalman Filter implementation for GPS receivers, thoroughly tested with functional code! Ideal for beginners learning navigation algorithms and sensor fusion techniques.
Simple Moving Object Detection Algorithm
A foundational moving object detection program implemented in MATLAB, designed specifically for beginners in computer vision and image processing.
MATLAB Implementation of Adaptive Genetic Algorithm
Adaptive Genetic Algorithm implementation in MATLAB, particularly suitable for beginners - simply modify the objective function for specific applications
Methods for Implementing Facial Expression Recognition
Implementation approaches for facial expression recognition using MATLAB, providing significant value for MATLAB beginners and researchers in facial expression analysis through practical code examples and algorithm explanations
PLS Partial Least Squares: Iterative Computation and Simulation
This resource provides locally developed implementations of PLS (Partial Least Squares) iterative algorithms with detailed simulations. Ideal for beginners seeking deeper understanding of PLS methodology, it features step-by-step procedures with comprehensive comments and includes regression implementations on principal components. The accompanying documentation offers mathematical derivations of PLS formulas to enhance theoretical comprehension.
SR-UKF: Square Root Unscented Kalman Filter Implementation Guide
SR-UKF provides a straightforward implementation approach suitable for beginners, featuring numerical stability through Cholesky decomposition and efficient covariance handling
BP Neural Network Image Classification with Beginner-Friendly Implementation
An image classification program using BP neural networks, featuring well-documented code suitable for beginners. The implementation uses a manageable dataset size for educational purposes, demonstrating core backpropagation algorithms with clear matrix operations and activation functions.
Power Control Algorithms in CDMA Systems
This resource on CDMA power control algorithms provides valuable insights for beginners, featuring implementation approaches and practical code considerations. Downloads and feedback are welcome.
GPS Simulation in MATLAB
This MATLAB-based GPS simulation program provides valuable learning resources for beginners, featuring comprehensive code implementation examples for signal processing and receiver analysis.
BP Neural Network Prediction Example
A practical BP neural network prediction implementation featuring comprehensive code comments and high adaptability - easily modifiable for various applications, ideal for beginners learning neural networks.