Title :
Estimation of Nakagami-m fading channel parameters with application to optimized transmitter diversity systems
Author :
Ko, Young-Chai ; Alouini, Mohamed-Slim
Author_Institution :
Texas Instrum. Inc., San Diego, CA, USA
fDate :
3/1/2003 12:00:00 AM
Abstract :
An optimum power loading algorithm for transmitter diversity systems over correlated and unbalanced Nakagami (1960) paths and its performance evaluation under perfect channel estimate conditions are derived. In addition, various online estimators of the required Nakagami channel parameters for optimized power loading and the comparison of their mean square error via Monte Carlo simulations are presented. Some of these estimators are used to obtain the performance of optimized transmitter diversity systems under imperfect channel estimation (ICE). These numerical results show that the diversity gain of these optimized systems compared with equipower systems increases as the severity of fading decreases and as the degree of branch imbalance increases even under ICE. On the other hand, in weakly correlated and (or) unbalanced branches, optimized transmitter diversity systems offer negligible gain or even losses compared with unoptimized systems because of the ICE.
Keywords :
Monte Carlo methods; cellular radio; channel estimation; digital simulation; diversity reception; fading channels; maximum likelihood estimation; mean square error methods; optimisation; radio transmitters; spread spectrum communication; MLE; Monte Carlo simulations; Nakagami channel parameters; Nakagami-m fading channel parameters; branch imbalance; cellular systems; correlated Nakagami paths; diversity gain; equipower systems; imperfect channel estimation; maximum likelihood estimation; mean square error; online estimators; optimized power loading; optimized transmitter diversity systems; optimum power loading algorithm; orthogonal spreading sequence; perfect channel estimation; performance evaluation; unbalanced Nakagami paths; unoptimized systems; Channel estimation; Diversity methods; Diversity reception; Fading; Ice; Rayleigh channels; Receiving antennas; Transmitters; Transmitting antennas; Wireless communication;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2003.808963