Title :
Stopping sets and the girth of Tanner graphs
Author :
Orlitsky, A. ; Urbanke, R. ; Viswanathan, K. ; Zhang, J.
Author_Institution :
Dept. of Electr. & Comput. Eng., California Univ., San Diego, La Jolla, CA, USA
Abstract :
Recent work has related the error probability of iterative decoding over erasure channels to the presence of stopping sets in the Tanner graph of the code used. In particular, it was shown that the smallest number of uncorrected erasures is the size of the graph´s smallest stopping set. Relating stopping sets and girths, we consider the size σ(d,g) of the smallest stopping set in any bipartite graph of girth g and left degree d. For g≤8 and any d, we determine σ(d,g) exactly. For larger gs we bound σ(d,g) in terms of d, showing that for fixed d, σ(d,g) grows exponentially with g. Since constructions of high-girth graphs are known, one can therefore design codes with good erasure-correction guarantees under iterative decoding.
Keywords :
error correction codes; graph theory; iterative decoding; linear codes; parity check codes; Tanner graph; bipartite graph; cycle codes; erasure channels; erasure-correction guarantees; error probability; girth; iterative decoding; left-regular graphs; linear code; low-density parity-check codes; stopping sets; Belief propagation; Bipartite graph; Iterative decoding; Joining processes; Linear code;
Conference_Titel :
Information Theory, 2002. Proceedings. 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7501-7
DOI :
10.1109/ISIT.2002.1023274