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Maximum-likelihood noncoherent OSTBC detection with polynomialcomplexity

Papailiopoulos, D.S., Karystinos Georgios

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/68E6AF31-1D0C-4F99-BC05-38A9DCED3508-
Αναγνωριστικόhttps://doi.org/10.1109/TWC.2010.06.081715-
Γλώσσαen-
Μέγεθος10en
ΤίτλοςMaximum-likelihood noncoherent OSTBC detection with polynomial complexityen
ΔημιουργόςPapailiopoulos, D.S.en
ΔημιουργόςKarystinos Georgiosen
ΔημιουργόςΚαρυστινος Γεωργιοςel
ΕκδότηςInstitute of Electrical and Electronics Engineersen
ΠεριγραφήΔημοσίευση σε επιστημονικό περιοδικό el
ΠερίληψηWe prove that maximum-likelihood (ML) noncoherent sequence detection of orthogonal space-time block coded signals can always be performed in polynomial time with respect to the sequence length for static Rayleigh, correlated (in general) channels. Moreover, using recent results on efficient maximization of rank-deficient quadratic forms over finite alphabets, we develop an algorithm that performs ML noncoherent sequence detection with polynomial complexity. The order of the polynomial complexity of the proposed receiver equals two times the rank of the covariance matrix of the vectorized channel matrix. Therefore, the lower the Rayleigh channel covariance rank the lower the receiver complexity. Instead, for Ricean channel distribution, we prove that polynomial complexity is attained through the proposed receiver as long as the mean channel vector is in the range of the covariance matrix of the vectorized channel matrix. Hence, full-rank channel correlation is desired to guarantee polynomial ML noncoherent detection complexity for the case of static Ricean fading. Our results are presented for the general case of block-fading Rayleigh or Ricean channels where we provide conditions under which ML noncoherent sequence detection can be performed in polynomial time through our algorithm.en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-10-23-
Ημερομηνία Δημοσίευσης2010-
Θεματική ΚατηγορίαBlind detectionen
Θεματική Κατηγορίαmaximum-likelihood (ML)en
Θεματική Κατηγορίαmultiple-input multiple-output (MIMO)en
Θεματική Κατηγορίαquadratic form maximizationen
Βιβλιογραφική Αναφορά D. S. Papailiopoulos and G. N. Karystinos, “Maximum-likelihood noncoherent OSTBC detection with polynomial complexity,” IEEE Transactions on Wireless Communications, vol. 9, no. 6, pp. 1935 - 1945, Jun. 2010. doi: 10.1109/TWC.2010.06.081715en

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