• DocumentCode
    3619871
  • Title

    Bounds on mutual information rates of noisy channels with timing errors

  • Author

    Wei Zeng;J. Tokas;R. Motwani;A. Kavcic

  • Author_Institution
    DEAS, Harvard Univ., Cambridge, MA, USA
  • fYear
    2005
  • fDate
    6/27/1905 12:00:00 AM
  • Firstpage
    709
  • Lastpage
    713
  • Abstract
    In this paper, we consider the information rates of baseband linear filter channels with timing errors. We assume that the timing error can be modeled as a discrete-valued Markov process. Based on this assumption, we turn the channel into a finite-state machine model and show that the output sequence is an ergodic and asymptotically stationary hidden Markov process. We then propose Monte-Carlo methods to compute the upper and lower bounds on the information rate by utilizing the entropy ergodic theorem
  • Keywords
    "Mutual information","Timing","Hidden Markov models","Information rates","Baseband","Information filtering","Information filters","Nonlinear filters","Markov processes","Entropy"
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2005. ISIT 2005. Proceedings. International Symposium on
  • ISSN
    2157-8095
  • Print_ISBN
    0-7803-9151-9
  • Electronic_ISBN
    2157-8117
  • Type

    conf

  • DOI
    10.1109/ISIT.2005.1523428
  • Filename
    1523428