A new upper bound on the reliability function of the Gaussian channel

Citation
Ae. Ashikhmin et al., A new upper bound on the reliability function of the Gaussian channel, IEEE INFO T, 46(6), 2000, pp. 1945-1961
Citations number
37
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEEE TRANSACTIONS ON INFORMATION THEORY
ISSN journal
00189448 → ACNP
Volume
46
Issue
6
Year of publication
2000
Pages
1945 - 1961
Database
ISI
SICI code
0018-9448(200009)46:6<1945:ANUBOT>2.0.ZU;2-#
Abstract
We derive a new upper bound on the exponent of error probability of decodin g for the best possible codes in the Gaussian channel. This bound is tighte r than the known upper bounds (the sphere-packing and minimum-distance boun ds proved in Shannon's classical 1959 paper and their low-rate improvement by Kabatiansky and Levenshtein), The proof is accomplished by studying asym ptotic properties of codes on the sphere Sn-1(FB). First we prove a general lower bound on the distance distribution of codes of large size, To derive specific estimates of the distance distribution, we study the asymptotic b ehavior of Jacobi polynomials P-k(ak, bk) as k --> infinity. Since on the average there are many code vectors in the vicinity of the tra nsmitted vector x, one can show that the probability of confusing x and one of these vectors cannot be too small, This proves a lower bound on the err or probability of decoding and the upper bound announced in the title.