Title :
On Coset Leader Graphs of LDPC Codes
Author :
Iceland, Eran ; Samorodnitsky, Alex
Author_Institution :
Sch. of Eng. & Comput. Sci., Hebrew Univ. of Jerusalem, Jerusalem, Israel
Abstract :
Our main technical result is that, in the coset leader graph of a linear binary code of block length n, the metric balls spanned by constant-weight vectors grow exponentially slower than those in (0, 11n. Following the approach of Friedman and Tillich, we use this fact to improve on the first linear programming bound on the rate of low-density parity check (LDPC) codes, as the function of their minimal relative distance. This improvement, combined with the techniques of Ben-Haim and Litsyn, improves the rate versus distance bounds for LDPC codes in a significant subrange of relative distances.
Keywords :
binary codes; graph theory; linear codes; linear programming; parity check codes; vectors; LDPC codes; block length; constant weight vectors; coset leader graph; linear binary code; linear programming bound; low-density parity check; metric ball; minimal relative distance; Hamming weight; Indexes; Linear codes; Measurement; Parity check codes; Probability; Upper bound; Low-density parity-check (LDPC) code; minimum distance;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2015.2438716