Title :
Characterization and optimization of the constrained capacity of coherent fading channels driven by arbitrary inputs: A Mellin transform based asymptotic approach
Author :
Ramos, Alberto Gil C. P. ; Rodrigues, Miguel R. D.
Author_Institution :
Cambridge Centre for Anal., Univ. of Cambridge, Cambridge, UK
Abstract :
We unveil asymptotic characterizations of the average minimum mean-squared error (MMSE) and the average mutual information in scalar fading coherent channels, where the receiver knows the exact fading channel state but the transmitter knows only the fading channel distribution, driven by a range of inputs both in the regimes of low-SNR - and at the heart of the novelty of the contribution - high-SNR. We also unveil connections to and generalizations of the MMSE dimension. By capitalizing on the characterizations, we conclude with applications of the results to the optimization of the constrained capacity of a bank of parallel independent coherent fading channels.
Keywords :
fading channels; least mean squares methods; optimisation; transforms; MMSE dimension; Mellin transform based asymptotic approach; SNR; arbitrary inputs; average minimum mean-squared error; average mutual information; constrained capacity optimization; parallel independent coherent fading channels; scalar fading coherent channels; signal-to-noise ratio; Mutual information; Random variables; Rayleigh channels; Resource management; Signal to noise ratio; Transforms;
Conference_Titel :
Information Theory Proceedings (ISIT), 2013 IEEE International Symposium on
Conference_Location :
Istanbul
DOI :
10.1109/ISIT.2013.6620592