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Multiuser detection based on reduced complexity probabilistic data association
Chalmers University of Technology.
University of South Australia. (Institute for Telecommunications Research)ORCID iD: 0000-0001-7182-9543
2004 (English)In: 2004 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2004, 532-532 p.Conference paper, Published paper (Refereed)
Abstract [en]

We consider a multiuser detector based on modelling the multiple-access interference (MAI) as a vector of Gaussian random variables. This approach leads to the probabilistic data association (PDA) multiuser detector, which outputs good approximations to marginal posterior-mode optimal decisions. A simplification to the PDA detector is suggested, leading to a soft interference cancellation scheme. In the large system limit, the bit error rate performance of this detector can be accurately predicted, and shown to be identical to the optimal detector.

Place, publisher, year, edition, pages
2004. 532-532 p.
National Category
Telecommunications
Identifiers
URN: urn:nbn:se:kth:diva-62644ISI: 000223202600532ISBN: 0-7803-8280-3 (print)OAI: oai:DiVA.org:kth-62644DiVA: diva2:480763
Conference
IEEE International Symposium on Information Theory. Chicago, IL. JUN 27-JUL 02, 2004
Note
QC 20120120Available from: 2012-01-19 Created: 2012-01-19 Last updated: 2012-01-20Bibliographically approved

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Rasmussen, Lars Kildehöj

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CiteExportLink to record
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  • apa
  • harvard1
  • ieee
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