Research on LDPC Codes Decoding Algorithm for High Data Rate Transmission
Lei Guang-xiong
Abstract
Lei Guang-xiong
Abstract
This paper analyzes the complexity and capability of different decoding algorithms for LDPC code based on in-depth study of the theory of decoding algorithms.An improved min-sum decoding algorithm is proposed.The simulation results demonstrate that the proposed algorithm reduces the computation complexity,decreases the average iterations and improves the convergence property.Therefore,this modified decoding algorithm is highly valuable for hardware implementation.
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This paper analyzes the complexity and capability of different decoding algorithms for LDPC code based on in-depth study of the theory of decoding algorithms.An improved min-sum decoding algorithm is proposed.The simulation results demonstrate that the proposed algorithm reduces the computation complexity,decreases the average iterations and improves the convergence property.Therefore,this modified decoding algorithm is highly valuable for hardware implementation.
Key concepts: Decoding methods, Berlekamp–Welch algorithm, Low-density parity-check code, Algorithm, Sequential decoding, List decoding, Computer science, Computation