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Probabilistic data association for symbol detection in MIMO systems

Research output: Contribution to journalArticle

Original languageEnglish
Pages38 - 40
JournalElectronics Letters
Journal publication dateJan 2006
Volume42
Journal issue1
DOIs
StatePublished

Abstract

The application of the probabilistic data association (PDA) algorithm to the symbol detection in narrowband spatial multiplexed multiple input multiple output systems with known channel state information is investigated. The performance of a new proposed complex formulation of PDA algorithm, which matches the full parameters of the complex Gaussian distribution (which are the mean vector, covariance matrix and the pseudo-covariance matrix), is compared with the real vector formulation of a generalised PDA algorithm and a PDA implementation, which employs complex Gaussian approximations with matched mean and covariance only

Additional information

Publisher: IEE-INST ELEC ENG Other identifier: IDS Number: 012FC Rose publication type: Journal article Sponsorship: The authors wish to thank Toshiba Telecommunication Research Lab (Bristol) for sponsoring the work presented in this Letter and M. Sandell for helpful comments

Research areas

  • MIMO systems, Gaussian distribution, channel coding, probability, statistical analysis

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