Title :
On the Performance Analysis of Composite Multipath/Shadowing Channels Using the G-Distribution
Author :
Laourine, Amine ; Alouini, Mohamed-Slim ; Affes, Sofiène ; Stéphenne, Alex
Author_Institution :
Sch. of Electr. & Comput. Eng., Cornell Univ., Ithaca, NY
Abstract :
Composite multipath/shadowing fading environments are frequently encountered in different realistic scenarios. These channels are generally modeled as a mixture of Nakagami- m multipath fading and log-normal shadowing. The resulting composite probability density function (pdf) is unfortunately not in closed-form, thereby making the performance evaluation of communication links in these channels cumbersome. In this paper, we propose to model composite channels by the very general G-distribution. This pdf arises when the log-normal shadowing is substituted by the Inverse-Gaussian one. This substitution will prove to be very accurate for several shadowing conditions. In this paper we conduct an exhaustive performance evaluation of communication systems operating in these channels. Our study starts by deriving a closed-form expression for the outage probability. Then, we derive the moment generating function of the G-distribution, hence facilitating the calculation of average bit error probabilities. We also derive closed-form expressions for the channel capacity for three adaptive transmission techniques, namely, (i) optimal rate adaptation with constant power, (ii) optimal power and rate adaptation, and (iii) channel inversion with fixed rate. The different expressions that will be provided are of great importance in assessing the performance of communication systems in composite channels.
Keywords :
Nakagami channels; error statistics; multipath channels; radio links; G-distribution; Nakagami-m multipath fading; adaptive transmission techniques; bit error probabilities; channel capacity; closed-form expression; communication links; composite multipath-shadowing channels; composite probability density function; log-normal shadowing; outage probability; Channel capacity; Closed-form solution; Communications Society; Diversity reception; Error probability; Fading; Performance analysis; Probability density function; Shadow mapping; Synthetic aperture radar;
Conference_Titel :
Communications, 2008. ICC '08. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2075-9
Electronic_ISBN :
978-1-4244-2075-9
DOI :
10.1109/ICC.2008.259