Title :
Two-staged informed dynamic scheduling for sequential belief propagation decoding of LDPC codes
Author :
Kim, Saejoon ; Ko, Karam ; Heo, Jun ; Kim, Ji-Hwan
Author_Institution :
Dept. of Comput. Sci. & Eng., Sogang Univ., Seoul
fDate :
3/1/2009 12:00:00 AM
Abstract :
Recent studies have shown that sequential belief propagation decoding of low-density parity-check codes can increase the decoding convergence speed while simultaneously improving the asymptotic performance compared to the conventional flooding scheme. Two of the practical sequential decoding schemes known are the ones by Casado et al. (2007) in which informed dynamic scheduling is used for scheduling the sequential updates of the messages. In this letter, we propose a two-staged informed dynamic scheduling that unifies and outperforms the two schemes of Casado et al.
Keywords :
decoding; dynamic scheduling; parity check codes; sequential codes; LDPC codes; conventional flooding scheme; informed dynamic scheduling; low-density parity-check codes; sequential belief propagation decoding; Belief propagation; Computer science; Convergence; Dynamic scheduling; Floods; Intrusion detection; Iterative decoding; Parity check codes; Research and development; Wireless communication; LDPC codes; belief propagation decoding; sequential scheduling;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2009.081938