Title :
Bounds on the number of iterations for turbo-like code ensembles over the binary erasure channel
Author :
Sason, Igal ; Wiechman, Gil
Author_Institution :
Dept. of Electr. Eng. Technion, Technion - Israel Inst. of Technol., Haifa
Abstract :
We derive simple lower bounds on the number of iterations which are required to communicate over the binary erasure channel when graph-based code ensembles are used in conjunction with an iterative message-passing decoder. These bounds refer to the asymptotic case where we let the block length tend to infinity, and the bounds apply to general ensembles of low- density parity-check (LDPC) codes, irregular repeat-accumulate (IRA) and accumulate-repeat-accumulate (ARA) codes. It is demonstrated that, under a mild condition, the number of iterations required for successful decoding scales at least like the inverse of the gap (in rate) to capacity.
Keywords :
decoding; graph theory; iterative methods; message passing; parity check codes; turbo codes; accumulate-repeat-accumulate codes; binary erasure channel; decoding scales; graph-based code ensembles; irregular repeat-accumulate codes; iterative message-passing decoder; low-density parity-check codes; turbo-like code ensembles; Channel capacity; Convergence; Delay; Design optimization; Gas insulated transmission lines; H infinity control; Iterative algorithms; Iterative decoding; Iterative methods; Parity check codes;
Conference_Titel :
Information Theory, 2008. ISIT 2008. IEEE International Symposium on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-2256-2
Electronic_ISBN :
978-1-4244-2257-9
DOI :
10.1109/ISIT.2008.4595318