DocumentCode
1114747
Title
Explicit construction of families of LDPC codes with no 4-cycles
Author
Kim, Jon-Lark ; Peled, Uri N. ; Perepelitsa, Irina ; Pless, Vera ; Friedland, Shmuel
Author_Institution
Dept. of Math., Univ. of Nebraska-Lincoln, Lincoln, USA
Volume
50
Issue
10
fYear
2004
Firstpage
2378
Lastpage
2388
Abstract
Low-density parity-check (LDPC) codes are serious contenders to turbo codes in terms of decoding performance. One of the main problems is to give an explicit construction of such codes whose Tanner graphs have known girth. For a prime power q and m≥2, Lazebnik and Ustimenko construct a q-regular bipartite graph D(m,q) on 2qm vertices, which has girth at least 2┌m/2┐+4. We regard these graphs as Tanner graphs of binary codes LU(m,q). We can determine the dimension and minimum weight of LU(2,q), and show that the weight of its minimum stopping set is at least q+2 for q odd and exactly q+2 for q even. We know that D(2,q) has girth 6 and diameter 4, whereas D(3,q) has girth 8 and diameter 6. We prove that for an odd prime p, LU(3,p) is a [p3,k] code with k≥(p3-2p2+3p-2)/2. We show that the minimum weight and the weight of the minimum stopping set of LU(3,q) are at least 2q and they are exactly 2q for many LU(3,q) codes. We find some interesting LDPC codes by our partial row construction. We also give simulation results for some of our codes.
Keywords
binary codes; graph theory; iterative decoding; parity check codes; LDPC code explicit construction; Tanner graph; binary code; iterative decoding algorithm; low-density parity-check code; minimum stopping set weight; no 4-cycles; partial row construction; prime power; regular bipartite graph; Application software; Belief propagation; Binary codes; Bipartite graph; Computer science; Iterative algorithms; Iterative decoding; Mathematics; Parity check codes; Turbo codes; LDPC; Large girth; Tanner graph; codes; low-density parity-check;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2004.834760
Filename
1337111
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