Title :
An “Umbrella” bound of the Lovász-Gallager type
Author_Institution :
Dept. of Inf. Eng., Univ. of Brescia, Brescia, Italy
Abstract :
We propose a novel approach for bounding the probability of error of discrete memoryless channels with a zero-error capacity based on a combination of Lovász´ and Gallager´s ideas. The obtained bounds are expressed in terms of a function v(ρ), introduced here, that varies from the cut-off rate of the channel to the Lovázs theta function as ρ varies from 1 to ∞ and which is intimately related to Gallager´s expurgated coefficient. The obtained bound to the reliability function, though loose in its present form, is finite for all rates larger than the Lovász theta function.
Keywords :
channel capacity; channel coding; probability; reliability; Gallager expurgated coefficient; Lovέzs theta function; discrete memoryless channel code; error probability; reliability function; umbrella bound; zero-error channel capacity; Error probability; Information theory; Memoryless systems; Reliability theory; Upper bound; Vectors;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620781