DocumentCode :
1439235
Title :
Quasi-Cyclic LDPC Codes: Influence of Proto- and Tanner-Graph Structure on Minimum Hamming Distance Upper Bounds
Author :
Smarandache, Roxana ; Vontobel, Pascal O.
Author_Institution :
Dept. of Math. & Stat., San Diego State Univ., San Diego, CA, USA
Volume :
58
Issue :
2
fYear :
2012
Firstpage :
585
Lastpage :
607
Abstract :
Quasi-cyclic (QC) low-density parity-check (LDPC) codes are an important instance of proto-graph-based LDPC codes. In this paper we present upper bounds on the minimum Hamming distance of QC LDPC codes and study how these upper bounds depend on graph structure parameters (like variable degrees, check node degrees, girth) of the Tanner graph and of the underlying proto-graph. Moreover, for several classes of proto-graphs we present explicit QC LDPC code constructions that achieve (or come close to) the respective minimum Hamming distance upper bounds. Because of the tight algebraic connection between QC codes and convolutional codes, we can state similar results for the free Hamming distance of convolutional codes. In fact, some QC code statements are established by first proving the corresponding convolutional code statements and then using a result by Tanner that says that the minimum Hamming distance of a QC code is upper bounded by the free Hamming distance of the convolutional code that is obtained by “unwrapping” the QC code.
Keywords :
Hamming codes; convolutional codes; cyclic codes; graph theory; parity check codes; LDPC codes; QC codes; Tanner graph; convolutional codes; hamming distance upper bounds; low-density parity check; proto graph structure; quasi-cyclic codes; Convolutional codes; Hamming distance; Modules (abstract algebra); Parity check codes; Polynomials; Upper bound; Vectors; Convolutional code; Tanner graph; girth; graph cover; low-density parity-check (LDPC) matrix; proto-graph; proto-matrix; pseudo-codeword; quasi-cyclic (QC) code; weight matrix;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2011.2173244
Filename :
6145509
Link To Document :
بازگشت