Another derivation process of belief propagation algorithm
Jingli Lin, Long-jiang Jing, Weile Zhu, Jijun Zheng
Abstract
Jingli Lin, Long-jiang Jing, Weile Zhu, Jijun Zheng
Abstract
Generally, soft decoding of low-density parity-check codes can be implemented by iterative decoding based on belief propagation (BP) algorithm. In this paper, the BP algorithm is presented and derived in a way which differs from that by Gallager, which helps to understand iterative decoding of LDPC codes more clearly.
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Generally, soft decoding of low-density parity-check codes can be implemented by iterative decoding based on belief propagation (BP) algorithm. In this paper, the BP algorithm is presented and derived in a way which differs from that by Gallager, which helps to understand iterative decoding of LDPC codes more clearly.
Key concepts: Belief propagation, Decoding methods, Low-density parity-check code, Berlekamp–Welch algorithm, Algorithm, Computer science, List decoding, Factor graph