Title :
Reliability-based schedule for bit-flipping decoding of low-density Parity-check codes
Author :
Nouh, Ahmed ; Banihashemi, Amir H.
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont., Canada
Abstract :
A reliability-based message-passing schedule for iterative decoding of low-density parity-check codes is proposed. Simulation results for bit-flipping algorithms (with binary messages) show that a reliability-based schedule can provide considerable improvement in performance and decoding speed over the so-called flooding (parallel) schedule, as well as the existing graph-based schedules. The cost associated with this improvement is negligible and is equivalent to having a two-bit representation for initial messages, instead of the standard one bit for hard-decision algorithms, only at the first iteration (all the exchanged messages are still binary).
Keywords :
graph theory; iterative decoding; message passing; parity check codes; reliability; scheduling; bit flipping decoding; flooding schedule; graph-based schedule; hard-decision algorithm; iterative decoding; low-density parity-check code; message passing schedule; reliability-based schedule; Broadband communication; Iterative algorithms; Iterative decoding; Message passing; Parity check codes; Partitioning algorithms; Processor scheduling; Scheduling algorithm; Systems engineering and theory; Wireless communication;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2004.838704