Title :
First-order asymptotics of the BICM mutual information: Uniform vs. nonuniform distributions
Author :
Agrell, Erik ; Alvarado, Alex
Author_Institution :
Dept. of Signals & Syst., Chalmers Univ. of Technol., Göteborg, Sweden
Abstract :
Alinear, invertible transformis defined between two vectors or matrices as a tool for analyzing the bit-interleaved coded modulation (BICM) mutual information in the wideband regime. The transform coefficients depend on a set of real values, which can be interpreted as probabilities. The transform relates any BICM system with a nonuniform input distribution to another BICM system with a uniform distribution. Numerical evidence suggests that the two systems have the same first-order behavior, which would make possible to analyze nonuniform BICM systems based on known properties of uniform BICM systems.
Keywords :
Fourier transforms; interleaved codes; modulation coding; statistical distributions; BICM mutual information; bit interleaved coded modulation; invertible transform; linear transform; nonuniform distribution; probability; transform coefficients; uniform distribution; Interleaved codes; Mutual information; Signal to noise ratio; Transforms; Vectors; Wideband;
Conference_Titel :
Information Theory and Applications Workshop (ITA), 2012
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-1473-2
DOI :
10.1109/ITA.2012.6181784