DocumentCode
1173148
Title
LDPC block and convolutional codes based on circulant matrices
Author
Tanner, R. Michael ; Sridhara, Deepak ; Sridharan, Arvind ; Fuja, Thomas E. ; Costello, Daniel J., Jr.
Author_Institution
Univ. of Illinois, Chicago, IL, USA
Volume
50
Issue
12
fYear
2004
Firstpage
2966
Lastpage
2984
Abstract
A class of algebraically structured quasi-cyclic (QC) low-density parity-check (LDPC) codes and their convolutional counterparts is presented. The QC codes are described by sparse parity-check matrices comprised of blocks of circulant matrices. The sparse parity-check representation allows for practical graph-based iterative message-passing decoding. Based on the algebraic structure, bounds on the girth and minimum distance of the codes are found, and several possible encoding techniques are described. The performance of the QC LDPC block codes compares favorably with that of randomly constructed LDPC codes for short to moderate block lengths. The performance of the LDPC convolutional codes is superior to that of the QC codes on which they are based; this performance is the limiting performance obtained by increasing the circulant size of the base QC code. Finally, a continuous decoding procedure for the LDPC convolutional codes is described.
Keywords
algebraic codes; block codes; convolutional codes; cyclic codes; graph theory; iterative decoding; message passing; parity check codes; sparse matrices; LDPC codes; algebraically structured quasicyclic low-density parity-check code; block codes; block length; circulant matrices; convolutional codes; encoding technique; graph-based iterative message-passing decoding; minimum distance code; sparse parity-check matrices; AWGN; Bit error rate; Block codes; Convolution; Convolutional codes; Iterative decoding; Parity check codes; Signal to noise ratio; Sparse matrices; Very large scale integration; 65; Circulant matrices; LDPC; LDPC codes; LDPC convolutional codes; QC; block codes; codes; iterative decoding; low-density parity-check; message-passing; quasi-cyclic;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2004.838370
Filename
1362891
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