DocumentCode :
985507
Title :
Bounds on the Expansion Properties of Tanner Graphs
Author :
Zhu, Mingrui ; Chugg, Keith M.
Author_Institution :
Amicus Wireless Technol., Sunnyvale, CA
Volume :
53
Issue :
12
fYear :
2007
Firstpage :
4834
Lastpage :
4841
Abstract :
This work focuses on the expansion properties of a Tanner Graph because they are known to be related to the performance of associated iterative message-passing algorithms over various channels. By analyzing the eigenvalues and corresponding eigenvectors of the normalized incidence matrix representing a Tanner Graph, lower bounds on these expansion properties are derived. Specifically, for the binary erasure channel, these results lead to two lower bounds on stopping distance for any given binary linear code and an upper bound on stopping redundancy for the family of difference-set codes (type-I 2-D projective geometry low-density parity-check (LDPC) codes).
Keywords :
channel coding; eigenvalues and eigenfunctions; parity check codes; Tanner graphs; eigenvalues; eigenvectors; low-density parity-check codes; message-passing algorithms; Algorithm design and analysis; Eigenvalues and eigenfunctions; Geometry; Graph theory; Iterative algorithms; Iterative decoding; Linear code; Parity check codes; Redundancy; Upper bound; Expansion of graphs; Tanner graphs; low-density parity-check (LDPC) codes; spectral graph theory; stopping distance and stopping redundancy;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2007.909127
Filename :
4385795
Link To Document :
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