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Gaussian Approximat...
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Čirkić, Mirsad,1984-Linköpings universitet,Kommunikationssystem,Tekniska högskolan
(author)
Gaussian Approximation of the LLR Distribution for the ML and Partial Marginalization MIMO detectors
- Article/chapterEnglish2011
Publisher, publication year, extent ...
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IEEE conference proceedings,2011
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printrdacarrier
Numbers
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LIBRIS-ID:oai:DiVA.org:liu-64368
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https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-64368URI
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https://doi.org/10.1109/ICASSP.2011.5946710DOI
Supplementary language notes
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Language:English
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Summary in:English
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Classification
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Subject category:ref swepub-contenttype
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Subject category:kon swepub-publicationtype
Notes
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We derive a Gaussian approximation of the LLR distribution conditioned on the transmitted signal and the channel matrix for the soft-output via partial marginalization MIMO detector. This detector performs exact ML as a special case. Our main results consist of discussing the operational meaning of this approximation and a proof that, in the limit of high SNR, the LLR distribution of interest converges in probability towards a Gaussian distribution.
Subject headings and genre
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TECHNOLOGY
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TEKNIKVETENSKAP
Added entries (persons, corporate bodies, meetings, titles ...)
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Persson, DanielLinköpings universitet,Kommunikationssystem,Tekniska högskolan(Swepub:liu)danpe24
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Larsson, Erik G.Linköpings universitet,Kommunikationssystem,Tekniska högskolan(Swepub:liu)erila39
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Larsson, Jan-ÅkeLinköpings universitet,Informationskodning,Tekniska högskolan(Swepub:liu)janla64
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Linköpings universitetKommunikationssystem
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Related titles
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In:Proceedings of the IEEE International Conference on Acoustics, Speech and SignalProcessing (ICASSP): IEEE conference proceedings, s. 3232-32359781457705373
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