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Maximum-likelihood noncoherent PAM detection

Papailiopoulos D.S, Elkheir G.A, Karystinos Georgios

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URIhttp://purl.tuc.gr/dl/dias/09D9E7D7-87E2-4661-A6FE-6963C6BB6335-
Identifierhttps://doi.org/10.1109/TCOMM.2012.010913.120448-
Languageen-
Extent7en
TitleMaximum-likelihood noncoherent PAM detectionen
CreatorPapailiopoulos D.Sen
Creator Elkheir G.Aen
CreatorKarystinos Georgiosen
CreatorΚαρυστινος Γεωργιοςel
PublisherInstitute of Electrical and Electronics Engineersen
DescriptionΔημοσίευση σε επιστημονικό περιοδικό el
Content SummarySequence detection offers improved error-rate performance over conventional symbol-by-symbol detection when channel knowledge is not available at the receiver end. However, maximum-likelihood (ML) noncoherent sequence detection is proven to be notoriously intractable in many communication settings. In this work, we develop a new ML sequence detector for pulse-amplitude modulation (PAM) or quadrature-amplitude modulation (QAM) transmissions in unknown Rayleigh fading. Our detector identifies the ML sequence with overall polynomial complexity. This is possible via an auxiliary-angle approach that unlocks a low-rank property of the ML detection problem, reduces the exponential-size set of solution sequences to a polynomial-size set of candidates, and guarantees that the ML sequence is always contained in this substantially smaller set.en
Type of ItemPeer-Reviewed Journal Publicationen
Type of ItemΔημοσίευση σε Περιοδικό με Κριτέςel
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-10-23-
Date of Publication2013-
SubjectFading channelsen
Subjectlattice decodingen
Subjectmaximum likelihood decodingen
Subjectnoncoherent detectionen
Subjectsequence detectionen
Subjectwireless communicationsen
Bibliographic CitationD. S. Papailiopoulos, G. Abou Elkheir, and G. N. Karystinos,"Maximum-likelihood noncoherent PAM detection," IEEE Transactions on Communications, vol. 61, no. 3, pp. 1152 - 1159, Mar. 2013. doi: 10.1109/TCOMM.2012.010913.120448en

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