• DocumentCode
    698381
  • Title

    A factor graph approach to design close-to-optimal receivers in the presence of a timing uncertainty

  • Author

    Herzet, Cedric ; Ramon, Valery ; Vandendorpe, Luc

  • Author_Institution
    Commun. Lab., Univ. catholique de Louvain, Louvain-la-Neuve, Belgium
  • fYear
    2005
  • fDate
    4-8 Sept. 2005
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper considers the design of close-to-optimal receivers in the presence of a timing uncertainty. The problem is placed into the factor-graph and the sum-product (SP) algorithm framework. A simplified version of the SP algorithm is considered and the expectation-maximization (EM) algorithm is used to implement it. The proposed approach, combining the SP and EM algorithms, is shown to outperform classical approaches while exhibiting a low complexity.
  • Keywords
    expectation-maximisation algorithm; graph theory; receivers; timing; close-to-optimal receivers; expectation-maximization algorithm; factor-graph algorithm framework; sum-product algorithm framework; timing uncertainty; Algorithm design and analysis; Approximation methods; Complexity theory; Maximum likelihood estimation; Receivers; Synchronization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2005 13th European
  • Conference_Location
    Antalya
  • Print_ISBN
    978-160-4238-21-1
  • Type

    conf

  • Filename
    7077966