Open Access

Impact of the Gaussian Approximation on the Performance of the Probabilistic Data Association MIMO Decoder

  • Justus Ch Fricke1Email author,
  • Magnus Sandell2,
  • Jan Mietzner1 and
  • Peter A Hoeher1
EURASIP Journal on Wireless Communications and Networking20052005:145035

https://doi.org/10.1155/WCN.2005.796

Received: 1 March 2005

Published: 12 December 2005

Abstract

The probabilistic data association (PDA) decoder is investigated for use in coded multiple-input multiple-output (MIMO) systems and its strengths and weaknesses are determined. The conventional PDA decoder includes two approximations. The received symbols are assumed to be statistically independent and a Gaussian approximation is applied for the interference and noise term. We provide an analytical formula for the exact probability density function (PDF) of the interference and noise term, which is used to discuss the impact of the Gaussian approximation in the presence of a soft-input soft-output channel decoder. The results obtained resemble those obtained for the well-known PDA multiuser detector in coded CDMA systems for which similar investigations have been done before.

Keywords

probabilistic data association MIMO systems stochastic approximation iterative methods interference

Authors’ Affiliations

(1)
Information and Coding Theory Lab, Faculty of Engineering, University of Kiel
(2)
Toshiba Research Europe Ltd, Telecommunications Research Laboratory

Copyright

© Fricke et al. 2005

This article is published under license to BioMed Central Ltd. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.