Title :
Doubly-Generalized LDPC Codes: Stability Bound Over the BEC
Author :
Paolini, Enrico ; Fossorier, Marc P C ; Chiani, Marco
Author_Institution :
DEIS/WiLAB, Univ. of Bologna, Cesena
fDate :
3/1/2009 12:00:00 AM
Abstract :
The iterative decoding threshold of low-density parity-check (LDPC) codes over the binary erasure channel (BEC) fulfills an upper bound depending only on the variable and check nodes with minimum distance 2. This bound is a consequence of the stability condition, and is here referred to as stability bound. In this paper, a stability bound over the BEC is developed for doubly-generalized LDPC codes, where variable and check nodes can be generic linear block codes, assuming maximum a posteriori erasure correction at each node. It is proved that also in this generalized context the bound depends only on the variable and check component codes with minimum distance 2. A condition is also developed, namely, the derivative matching condition, under which the bound is achieved with equality. The stability bound leads to consider single parity-check codes used as variable nodes as an appealing option to overcome common problems created by generalized check nodes.
Keywords :
block codes; linear codes; maximum likelihood estimation; parity check codes; stability; BEC; binary erasure channel; doubly-generalized LDPC codes; generic linear block codes; low-density parity-check codes; maximum a posteriori erasure correction; stability condition; Bipartite graph; Block codes; Equations; Error correction codes; Information theory; Iterative decoding; Iterative methods; Parity check codes; Stability; Upper bound; Binary erasure channel (BEC); error-correcting codes; extrinsic information transfer (EXIT) chart; information function; low-density parity-check (LDPC) codes; stability condition;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2008.2011446