Title :
Construction of low-density parity-check codes from Kirkman triple systems
Author :
Johnson, Sarah J. ; Weller, Steven R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Newcastle, Callaghan, NSW, Australia
Abstract :
Gallager introduced low-density parity-check (LDPC) codes in 1962, presenting a construction method to randomly allocate bits in the parity-check matrix subject to certain structural constraints. Since then improvements have been made to Gallager´s construction method and some analytic constructions for LDPC codes have been presented. However analytically constructed LDPC codes comprise only a very small subset of possible codes and as a result LDPC codes are still, for the most part, constructed randomly. This paper extends the class of LDPC codes that can be systematically generated by presenting a construction method for regular LDPC codes based on combinatorial designs known as Kirkman triple systems. That is, we construct (3, ρ)-regular codes whose Tanner (1981) graph is free of 4-cycles for any integer ρ
Keywords :
decoding; error correction codes; error detection codes; graph theory; matrix algebra; Kirkman triple systems; LDPC codes; Tanner graph; belief propagation decoding; combinatorial designs; low-density parity-check codes; parity-check matrix; regular codes; Belief propagation; Communication industry; Design optimization; Displays; Equations; Industrial control; Iterative algorithms; Iterative decoding; Parity check codes; Sparse matrices;
Conference_Titel :
Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-7206-9
DOI :
10.1109/GLOCOM.2001.965562