Title :
Iterative Decoding With Replicas
Author :
Zhang, Juntan ; Wang, Yige ; Fossorier, Marc P C ; Yedidia, Jonathan S.
Author_Institution :
Dept. of Electr. Eng., Hawaii Univ., Honolulu, HI
fDate :
5/1/2007 12:00:00 AM
Abstract :
Replica shuffled versions of iterative decoders for low-density parity-check (LDPC) codes and turbo codes are presented. The proposed schemes can converge faster than standard and plain shuffled approaches. Two methods, density evolution and extrinsic information transfer (EXIT) charts, are used to analyze the performance of the proposed algorithms. Both theoretical analysis and simulations show that the new schedules offer good tradeoffs with respect to performance, complexity, latency, and connectivity
Keywords :
iterative decoding; parity check codes; turbo codes; EXIT; LDPC; density evolution; extrinsic information transfer charts; iterative decoder; low-density parity-check code; replicas; turbo code; Algorithm design and analysis; Analytical models; Code standards; Convergence; Information analysis; Iterative algorithms; Iterative decoding; Parity check codes; Performance analysis; Turbo codes; Belief propagation decoding; density evolution; extrinsic information transfer (EXIT) charts; low-density parity-check (LDPC) codes; turbo codes;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2007.894683