Abstract
We find lower bounds on the minimum distance and characterize codewords of small weight in low-density parity check (LDPC) codes defined by (dual) classical generalized quadrangles. We analyze the geometry of the non-singular parabolic quadric in PG(4,q) to find information about the LDPC codes defined by Q (4,q), \({\mathcal{W}(q)}\) and \({\mathcal{H}(3,q^{2})}\) . For \({\mathcal{W}(q)}\) , and \({\mathcal{H}(3,q^{2})}\) , we are able to describe small weight codewords geometrically. For \({\mathcal{Q}(4,q)}\) , q odd, and for \({\mathcal{H}(4,q^{2})^{D}}\) , we improve the best known lower bounds on the minimum distance, again only using geometric arguments. Similar results are also presented for the LDPC codes LU(3,q) given in [Kim, (2004) IEEE Trans. Inform. Theory, Vol. 50: 2378–2388]
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Bagchi B, Narasimha Sastry NS (1988) Codes associated with generalized polygons. Geom Dedicata 27:1–8
Davey MC, MacKay DJC (1998) Low density parity check codes over GF(q). IEEE Commun Lett 2(6): 165–167
Fossorier MPC (2004) Quasicyclic low-density parity-check codes from circulant permutation matrices. IEEE Trans. Inform. Theory 50:1788–1793
Gallager RG, (1962) Low density parity check codes. IRE Trans. Inform. Theory 8:21–28
Hirschfeld JWP, Thas JA (1991) General galois geometries. Oxford University Press
Hu XY, Fossorier MPC, Eleftheriou E (2004) On the computation of the minimum distance of low-density parity-check codes. 2004 IEEE Int Conf on Commun 2:767–771
Johnson SJ, Weller SR (2001) Construction of low-density parity-check codes from Kirkman triple systems. In: Proceedings of the IEEE globecom conference, San Antonio, TX, available at http://www.ee.newcastle.edu.au/users/staff/steve/
Johnson SJ, Weller SR (2001) Regular low-density parity-check codes from combinatorial designs. In: Proceedings of the IEEE Information Theory workshop. Cairns, Australia,:90–92
Johnson SJ, Weller SR (2002) Codes for iterative decoding from partial geometries. In: Proceedings of the IEEE international symposium information theory. Switzerland, June 30 – July 5, 6 page, extended abstract, available at http://murray.newcastle.edu.au/users/staff/steve/
Kim J-L, Peled U, Perepelitsa I, Pless V, Friedland S (2004) Explicit construction of families of LDPC codes with no 4-cycles. IEEE Trans Inform Theory. 50:2378–2388
Kou Y, Lin S, Fossorier MPC (2001) Low-density parity-check codes based on finite geometries: a rediscovery and new results. IEEE Trans Inform Theory 47(7):2711–2736
Lazebnik F, Ustimenko VA (1997) Explicit construction of graphs with arbitrary large girth and of large size. Discrete Applied Math 60:275–284
Liu Z, Pados DA (2005) LDPC codes from generalized polygons. IEEE Trans Inform Theory 51(11):3890–3898
MacKay DJC (1999) Good error correcting codes based on very sparse matrices. IEEE Trans Inform Theory 45:399-431
MacKay DJC, Davey MC (2000) Evaluation of Gallager codes for short block length and high rate applications, codes, systems and graphical models. In: Marcus B, Rosenthal J (ed) vol 123. IMA in Mathematics and its Applications. Springer-Verlag, New York, pp.113–130
MacKay DJC, Neal RM (1996) Near Shannon limit performance of low density parity check codes. Electron Lett 32(18):1645–1646
Margulis GA (1982) Explicit constructions of graphs without short cycles and low density codes. Combinatorica 2:71–78
Payne SE, Thas JA (1984) Finite generalized quadrangles. Pitman Advanced Publishing Program, MA
Rosenthal J, Vontobel PO (2000) Construction of LDPC codes using Ramanujan graphs and ideas from Margulis. In: Proceedings of the 38th Allerton conference on communications, control, and computing. Voulgaris PG, Srikant R, (eds) Coordinated Science Lab, Monticello, IL, Oct. 4–6, pp.248–257
Sin P, Xiang Q (2006) On the dimension of certain LDPC codes based on q-regular bipartite graphs. IEEE Trans Inform Theory 52:3735–3737
Sipser M, Spielman DA (1996) Expander codes. IEEE Trans Inform Theory 42:1710–1722
Tanner RM (1981) A recursive approach to low-complexity codes. IEEE Trans Inform Theory 27:533–547
Tanner RM (2001) Minimum-distance bounds by graph analysis. IEEE Trans Inform Theory 47:808–821
Tanner RM, Sridhara D, Sridharan A, Fuja TE, Costello DJ Jr. (2004) LDPC block and convolutional codes based on circulant matrices. IEEE Trans Inform Theory 50:2966–2984
Vontobel PO, Tanner RM (2001) Construction of codes based on finite generalized quadrangles for iterative decoding. In: Proceedings of 2001 IEEE international symposium information theory, Washington, DC, p 223
Weller SR, Johnson SJ (2003) Regular low-density parity-check codes from oval designs. Eur Trans on Telecommun 14(5):399-409
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Communicated by D. Jungnickel.
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Kim, JL., Mellinger, K.E. & Storme, L. Small weight codewords in LDPC codes defined by (dual) classical generalized quadrangles. Des Codes Crypt 42, 73–92 (2007). https://doi.org/10.1007/s10623-006-9017-6
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DOI: https://doi.org/10.1007/s10623-006-9017-6