Implementation of ID3 Algorithm in Data Mining using MATLAB
Implementation of ID3 Algorithm in Data Mining with MATLAB - Complete code implementation and algorithm explanation
Implementing Planar Image to Spherical Coordinate Mapping Transformation
This implementation performs planar image to spherical coordinate mapping transformation with excellent results. The solution includes the original source image and demonstrates practical code implementation using coordinate transformation algorithms with bilinear interpolation for smooth texture mapping.
Implementation of Convolutional Codes over AWGN Channels
The implementation of convolutional codes in AWGN channels includes Simulink model files and MATLAB .m files for simulation and encoding/decoding processes
Implementation of Banana Function in MATLAB
Four distinct methods for implementing the banana function visualization in MATLAB, covering mathematical operations, image processing, numerical computation, and algorithm integration
MATLAB Implementation of ID3 Decision Tree Algorithm
ID3 Decision Tree Algorithm for data classification under various conditions, featuring information gain calculations and recursive tree construction
MATLAB Implementation of MSER Algorithm with Complete Functionality
A comprehensive MSER algorithm implementation featuring robust functionality and clear logical structure. This implementation provides valuable insights for image processing researchers through practical code examples demonstrating region growing, threshold analysis, and feature extraction techniques.
Research and Implementation of Multi-User MIMO Systems
The relatively recent extension of MIMO systems to multi-user scenarios presents promising benefits for achieving high data rates in future cellular standards envisioned beyond 3G (Third Generation). Although substantial theoretical research has been conducted, recent focus has shifted toward practical implementation of Multi-User Multiple-Input Multiple-Output (MU-MIMO). This paper provides an overview of various MU-MIMO schemes currently incorporated/under investigation in 3GPP standardization from LTE (Long-Term Evolution) to LTE-Advanced. The conceptual and implementation aspects of MU-MIMO systems are explored here, with various low-complexity receiver architectures investigated and evaluated through link-level simulations. Significant emphasis is placed on low-complexity Interference-Aware (IA) receivers, which demonstrate attractive performance improvements.
Wavelet Transform Coding with SPIHT Algorithm Implementation
Detailed MATLAB implementation of wavelet transform coding using the Set Partitioning in Hierarchical Trees (SPIHT) algorithm for image compression and reconstruction
Implementation of ANFIS Neural Network in MATLAB Development Environment
A practical implementation example of ANFIS neural network in MATLAB, designed to help beginners learn and master hybrid intelligent systems through hands-on coding experience
Implementation of Two-Dimensional Empirical Mode Decomposition
Implementation of 2D EMD decomposition in MATLAB environment with code integration