Abstract
In this work, we study the minimum/stopping distance of array low-density
parity-check (LDPC) codes. An array LDPC code is a quasi-cyclic LDPC code
specified by two integers q and m, where q is an odd prime and m <= q. In the
literature, the minimum/stopping distance of these codes (denoted by d(q,m) and
h(q,m), resp.) has been thoroughly studied for m <= 5. Both exact results, for
small values of q and m, and general (i.e., independent of q) bounds have been
established. For m=6, the best known minimum distance upper bound, derived by
Mittelholzer (IEEE Int. Symp. Inf. Theory, Jun./Jul. 2002), is d(q,6) <= 32. In
this work, we derive an improved upper bound of d(q,6) <= 20 and a new upper
bound d(q,7) <= 24 by using a new concept of a template support matrix of a
codeword/stopping set. The bounds are tight with high probability in the sense
that we have not been able to find codewords of strictly lower weight for
several values of q using a minimum distance probabilistic algorithm. Finally,
we provide new specific minimum/stopping distance results for m <= 7 and
low-to-moderate values of q <= 79.
Original language | English |
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Pages (from-to) | 5204-5214 |
Number of pages | 0 |
Journal | IEEE Transactions on Information Theory |
Volume | 60 |
Issue number | 9 |
DOIs | |
Publication status | Published - 11 Jul 2014 |