MATLAB Implementation of LDPC Encoding and Decoding

Resource Overview

Source code for LDPC encoding and decoding compatible with MATLAB environment, featuring efficient error correction capabilities suitable for various communication systems

Detailed Documentation

This MATLAB source code provides a fully functional implementation of LDPC encoding and decoding algorithms that successfully runs in the MATLAB environment. The implementation delivers high-performance error correction capabilities, making it applicable to diverse communication systems. The code includes key components such as parity check matrix generation, iterative belief propagation decoding algorithms, and efficient encoding schemes using generator matrices. The decoder employs message-passing algorithms with configurable iteration counts and convergence thresholds, while the encoder utilizes efficient matrix operations for codeword generation. This implementation supports customizable code rates and block lengths, allowing researchers and engineers to adapt the system to specific communication requirements.