DocumentCode
1153231
Title
Capacity-achieving sequences for the erasure channel
Author
Oswald, Peter ; Shokrollahi, Amin
Author_Institution
Lucent Technol. Bell Labs., Murray Hill, NJ, USA
Volume
48
Issue
12
fYear
2002
fDate
12/1/2002 12:00:00 AM
Firstpage
3017
Lastpage
3028
Abstract
This paper starts a systematic study of capacity-achieving (c.a.) sequences of low-density parity-check codes for the erasure channel. We introduce a class A of analytic functions and develop a procedure to obtain degree distributions for the codes. We show various properties of this class which help us to construct new distributions from old ones. We then study certain types of capacity-achieving sequences and introduce new measures for their optimality. For instance, it turns out that the right-regular sequence is c.a. in a much stronger sense than, e.g., the Tornado sequence. This also explains why numerical optimization techniques tend to favor graphs with only one degree of check nodes.
Keywords
channel capacity; graph theory; parity check codes; sequences; Tornado sequence; analytic functions; capacity-achieving sequences; convergence speed; decoding algorithm; degree distributions; distributions; erasure channel; graphs; low-density parity-check codes; numerical optimization techniques; optimality measures; right-regular sequence; Bipartite graph; Decoding; H infinity control; Information theory; Mathematics; Parity check codes; Taylor series; Tornadoes; Upper bound; Visualization;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2002.805067
Filename
1077796
Link To Document