Title :
Efficient BER simulation of orthogonal space-time block codes in Nakagami-m fading
Author :
Jacobs, Lennert ; Moeneclaey, Marc
Author_Institution :
TELIN Dept., DIGCOM Group, Ghent Univ., Ghent, Belgium
Abstract :
In this contribution, we present a simple but efficient importance sampling technique to speed up Monte Carlo simulations for bit error rate estimation of orthogonal space-time block codes on spatially correlated Nakagami-m fading channels. While maintaining the actual distributions for the channel noise and the data symbols, we derive a convenient biased distribution for the fading channel that is shown to result in impressive efficiency gains up to multiple orders of magnitude.
Keywords :
Nakagami channels; channel coding; channel estimation; error statistics; estimation theory; importance sampling; orthogonal codes; space-time block codes; Monte Carlo simulation; bit error rate estimation; channel noise distribution; efficient BER simulation; efficient importance sampling technique; orthogonal space-time block code; spatially correlated Nakagami-m fading channel; Accuracy; Bit error rate; Correlation; Data models; Fading; MIMO; Monte Carlo methods;
Conference_Titel :
Personal, Indoor, and Mobile Radio Communication (PIMRC), 2014 IEEE 25th Annual International Symposium on
DOI :
10.1109/PIMRC.2014.7136250