Title :
A New Construction of Structured Binary Regular LDPC Codes Based on Steiner Systems with Parameter t>2
Author :
Falsafain, Hossein ; Esmaeili, Morteza
Author_Institution :
Dept. of Math. Sci., Isfahan Univ. of Technol., Isfahan, Iran
fDate :
1/1/2012 12:00:00 AM
Abstract :
This paper presents a novel method for constructing structured regular low-density parity-check (LDPC) codes based on a special type of combinatorial designs, known as Steiner systems. This code design approach can be considered as a generalization of the well-known method which uses the point-block incidence matrix of a Steiner 2-design for the code construction. Though the given method can be applied on any Steiner system S(t, k, v), in this paper we focus only on Steiner systems with t ≥ 3. Furthermore, we show that not only a Steiner system (X,B) itself, but also its residual design with respect to an arbitrary point x ∈ X can be employed for code construction. We also present a technique for constructing binary and non-binary QC-LDPC codes from Steiner systems. The Tanner graph of the constructed codes is free of 4-cycles and hence the codes have girth at least six. Simulation results show that the so constructed codes perform well over the AWGN channel with iterative message-passing decoding.
Keywords :
AWGN channels; binary codes; channel coding; iterative decoding; matrix algebra; message passing; parity check codes; trees (mathematics); AWGN channel; Steiner 2-design; Steiner systems; Tanner graph; code design; combinatorial designs; iterative message passing decoding; nonbinary QC-LDPC codes; point-block incidence matrix; residual design; structured binary regular LDPC code construction; structured regular low-density parity check codes; Dispersion; Educational institutions; Geometry; Iterative decoding; Linear matrix inequalities; Null space; LDPC codes; Steiner quadruple system (SQS); combinatorial design; inversive geometry;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2011.101011.110120