Browse > Article

Generalization of Tanner′s Minimum Distance Bounds for LDPC Codes  

Shin Min Ho (연세대학교 전기ㆍ전자공학과 부호 및 정보이론 연구실)
Kim Joon Sung (연세대학교 전기ㆍ전자공학과 부호 및 정보이론 연구실)
Song Hong Yeop (연세대학교 전기ㆍ전자공학과 부호 및 정보이론 연구실)
Abstract
LDPC(Low Density Parity Check) codes are described by bipartite graphs with bit nodes and parity-check nodes. Tanner derived minimum distance bounds of the regular LDPC code in terms of the eigenvalues of the associated adjacency matrix. In this paper we generalize the Tanner's results. We derive minimum distance bounds applicable to both regular and blockwise-irregular LDPC codes. The first bound considers the relation between bit nodes in a minimum-weight codeword, and the second one considers the connectivity between parity nodes adjacent to a minimum-weight codeword. The derived bounds make it possible to describe the distance property of the code in terms of the eigenvalues of the associated matrix.
Keywords
LDPC codes; bit-oriented bound; parity-oriented bound; Tanner graph;
Citations & Related Records
연도 인용수 순위
  • Reference
1 M. Luby, M. Mitzenmacher, A. Shokrollahi, and D. Spielman, 'Improved Low-Density Parity-Check Codes using Irregular Graphs and Belief Propagation,' Proc. 1998 IEEE Int. Symp. Inform. Theory, Cambridge, MA, p. 117, Aug. 1998
2 F. R. Gantmacher, The Theory of Matrices, Chelsea, 1959
3 Henk van Tilborg, 'On Quasi-Cyclic Codes with Rate 1/m,' IEEE Trans. Inform. Theory, vol. 24, no. 5, pp. 628-630, Sept. 1978   DOI
4 T. J. Richardson, M. A. Shokrollahi, and R. L. Urbanke, 'Design of CapacityApproaching Irregular Low-Density ParityCheck Codes,' IEEE Trans. Inform. Theory, vol. 47, no. 2, pp. 619-637, Feb. 2001   DOI   ScienceOn
5 E.D. J. C. MacKay, 'Good error-correcting codes based on very sparse matrices,' IEEE Trans. Inform. Theory, vol. 45, no. 2, pp. 533-547, Mar. 1999   DOI   ScienceOn
6 R. M. Tanner, 'Minimum distance bounds by graph analysis,' IEEE Trans. Inform. Theory, vol. 47, no. 2, pp. 808-821, Feb. 2001   DOI   ScienceOn
7 C. J. Colboum and J. H. Dinitz The CRC handbook of combinatorial designs, CRC Press, Inc., 1996
8 M. Sipser and D. Spielman, 'Expander Codes,' IEEE Trans. Inform. Theory, vol. 42, no. 6, pp. 1710-1722, Nov. 1996   DOI   ScienceOn