Title :
Novel asymptotic results on the high-order statistics of the channel capacity over generalized fading channels
Author :
Yilmaz, Ferkan ; Alouini, Mohamed-Slim
Author_Institution :
Div. of Phys. Sci. & Eng., King Abdullah Univ. of Sci. & Technol. (KAUST), Thuwal, Saudi Arabia
Abstract :
The exact analysis of the higher-order statistics of the channel capacity (i.e., higher-order ergodic capacity) often leads to complicated expressions involving advanced special functions. In this paper, we provide a generic framework for the computation of the higher-order statistics of the channel capacity over generalized fading channels. As such, this novel framework for the higher-order statistics results in simple, closed-form expressions which are shown to be asymptotically tight bounds in the high signal-to-noise ratio (SNR) regime of a variety of fading environment. In addition, it reveals the existence of differences (i.e., constant capacity gaps in log-domain) among different fading environments. By asymptotically tight bound we mean that the high SNR limit of the difference between the actual higher-order statistics of the channel capacity and its asymptotic bound (i.e., lower bound) tends to zero. The mathematical formalism is illustrated with some selected numerical examples that validate the correctness of our newly derived results.
Keywords :
channel capacity; fading channels; higher order statistics; SNR; asymptotic bound; channel capacity; closed-form expressions; fading environments; generalized fading channels; high signal-to-noise ratio; high-order statistics; higher-order ergodic capacity; mathematical formalism; Channel capacity; Encoding; Fading; Higher order statistics; Receivers; Signal to noise ratio; Wireless communication; Higher-order statistics; ergodic capacity; generalized fading channels; higher-order amount-of-fading; higher-order ergodic capacity;
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2012 IEEE 13th International Workshop on
Conference_Location :
Cesme
Print_ISBN :
978-1-4673-0970-7
DOI :
10.1109/SPAWC.2012.6292934