Explore MATLAB source code curated for "BP译码算法" with clean implementations, documentation, and examples.
A verified LDPC code encoding and decoding program developed in MATLAB, implementing LU decomposition for efficient encoding and Belief Propagation (BP) algorithm for iterative decoding, featuring optimized performance through extensive debugging and validation.
This is a foundational implementation of the LDPC code belief propagation (BP) decoding algorithm, offering significant reference value for beginners. The code provides a practical demonstration of message passing techniques and iterative decoding procedures, making it ideal for understanding core LDPC concepts. I personally referenced this implementation during my initial LDPC studies and hope it benefits fellow learners in their exploration of channel coding techniques.
LDPC encoding and decoding program implementing the Belief Propagation (BP) decoding algorithm with sparse matrix operations and iterative message passing