• DocumentCode
    1465554
  • Title

    Feedback Communication with Reduced Delay over Noisy Time-Dispersive Channels

  • Author

    Sollund, Tomas ; Leib, Harry

  • Author_Institution
    Norwegian Defence Res. Establ. (FFI), Kjeller, Norway
  • Volume
    60
  • Issue
    3
  • fYear
    2012
  • fDate
    3/1/2012 12:00:00 AM
  • Firstpage
    688
  • Lastpage
    705
  • Abstract
    Using a framework that lies at the intersection of communications, estimation and control, this work considers feedback communication over noisy Gaussian feedforward as well as unconstrained feedback Time Dispersive Channels (TDCs), and presents a linear scheme that reduces transmission delay for a fixed encoder dimension. The approach is based on Liu and Elia´s feedback scheme, that is generalized in this paper to accommodate a noisy TDC in the feedback link, showing the usefulness of the technique despite the noisy feedback. This technique also mitigates the inherent numerical instability problem in Liu and Elia´s original system, and does not require the solution of a non-convex optimization problem to find the optimal encoder/decoder for a given pair of feedforward and feedback channels. These advantages are achieved at the expense of an increase in transmission power, that becomes small when the SNR increases. Computer simulation results show that the new scheme reduces significantly the transmission delay, while still providing rates at high SNR that are close to those achieved by an optimal linear encoder. These features make the new coding scheme attractive for practical applications.
  • Keywords
    Gaussian channels; Gaussian noise; channel coding; concave programming; feedback communication; fixed encoder dimension; noisy Gaussian feedforward; noisy time-dispersive channels; nonconvex optimization problem; optimal linear encoder; reduced delay; transmission delay; unconstrained feedback time dispersive channels; Channel estimation; Decoding; Delay; Encoding; Feedforward neural networks; Generators; Noise measurement; Feedback communication; communication and control; communication delay; feedback channel coding; feedback channels;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2012.12.100001
  • Filename
    6165699