TY - JOUR
T1 - On the Minimum/Stopping Distance of Array Low-Density Parity-Check Codes
AU - Rosnes, E
AU - Ambroze, MA
AU - Tomlinson, M
PY - 2014/7/11
Y1 - 2014/7/11
N2 - 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.
AB - 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.
UR - https://pearl.plymouth.ac.uk/context/secam-research/article/1818/viewcontent/1205.2590v4.pdf
U2 - 10.1109/TIT.2014.2333519
DO - 10.1109/TIT.2014.2333519
M3 - Article
SN - 0018-9448
VL - 60
SP - 5204
EP - 5214
JO - IEEE Transactions on Information Theory
JF - IEEE Transactions on Information Theory
IS - 9
ER -