Estimation of nakagami-m fading channel parameters with application to optimized transmitter diversity systems

Young Chai Ko*, Mohamed Slim Alouini

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

36 Scopus citations

Abstract

Optimum power loading algorithm for transmitter diversity systems over correlated and unbalanced Nakagami 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.

Original languageEnglish (US)
Pages (from-to)250-259
Number of pages10
JournalIEEE Transactions on Wireless Communications
Volume2
Issue number2
DOIs
StatePublished - Mar 2003
Externally publishedYes

Keywords

  • Channel estimation
  • Cramér-rao lower bounds
  • Fading channels
  • Maximum likelihood estimation
  • Transmitter diversity

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Applied Mathematics

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