The geometry of turbo-decoding dynamics

Authors
Citation
T. Richardson, The geometry of turbo-decoding dynamics, IEEE INFO T, 46(1), 2000, pp. 9-23
Citations number
9
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEEE TRANSACTIONS ON INFORMATION THEORY
ISSN journal
00189448 → ACNP
Volume
46
Issue
1
Year of publication
2000
Pages
9 - 23
Database
ISI
SICI code
0018-9448(200001)46:1<9:TGOTD>2.0.ZU;2-W
Abstract
The spectacular performance offered by turbo codes sparked intense interest in them. A considerable amount of research has simplified, formalized, and extended the ideas inherent in the original turbo code construction. Never theless, the nature of the relatively simple ad hoc turbo-decoding algorith m has remained something of a mystery, We present a geometric interpretation of the turbo-decoding algorithm. The geometric perspective clearly indicates the relationship between turbo-deco ding and maximum-likelihood decoding. Analysis of the geometry leads to new results concerning existence of fixed points, conditions for uniqueness, c onditions for stability, and proximity to maximum-likelihood decoding.