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      • Department of Electrical and Electronics Engineering
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      Blind data detection in the presence of PLL phase noise by sequential Monte Carlo method

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      Author
      Panayırcı, Erdal
      Çırpan H. A.
      Moeneclaey, M.
      Noels, N.
      Date
      2006-06
      Source Title
      2006 IEEE International Conference on Communications
      Print ISSN
      0536-1486
      Publisher
      IEEE
      Pages
      3202 - 3206
      Language
      English
      Type
      Conference Paper
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      Abstract
      In this paper, based on a sequential Monte Carlo method, a computationally efficient algorithm is presented for blind data detection in the presence of residual phase noise generated at the output the phase tracking loop employed in a digital receiver. The basic idea is to treat the transmitted symbols as" missing data" and draw samples sequentially of them based on the observed signal samples up to time t. This way, the Bayesian estimates of the phase noise and the incoming data are obtained through these samples, sequentially drawn,together with their importance weights. The proposed receiver structure is seen to be ideally suited for high-speed parallel implementation using VLSI technology. © 2006 IEEE.
      Keywords
      Algorithms
      Codes (symbols)
      Monte Carlo methods
      Phase noise
      Blind data detection
      VLSI technology
      Phase locked loops
      Permalink
      http://hdl.handle.net/11693/27198
      Published Version (Please cite this version)
      http://dx.doi.org/10.1109/ICC.2006.255299
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      • Department of Electrical and Electronics Engineering 3613
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