• DocumentCode
    2422267
  • Title

    LQG control approach to Gaussian broadcast channels with feedback

  • Author

    Ardestanizadeh, Ehsan ; Minero, Paolo ; Franceschetti, Massimo

  • Author_Institution
    Electr. & Comput. Eng., Univ. of California, La Jolla, CA, USA
  • fYear
    2010
  • fDate
    Sept. 29 2010-Oct. 1 2010
  • Firstpage
    1011
  • Lastpage
    1015
  • Abstract
    The problem of communicating over an N-user additive white Gaussian noise broadcast channel with feedback is studied from a control theoretic perspective. We construct a code for this channel and characterize the set of achievable rates using the theory of linear quadratic Gaussian control. In the special case of a two-receiver channel with independent Gaussian noises, the rate region achieved by this code includes a previous result by Elia and is strictly greater than the rate region achieved by Ozarow and Leung. We establish that there exists a specific correlation among the noises at the receivers for which the ratio of the sum-rate achieved by our code and sum-rate capacity without feedback is N in the limit as the available power at the transmitter tends to infinity. This generalizes a previous result by Gastpar and Wigger for the two-user broadcast channel to the case of N receivers.
  • Keywords
    AWGN channels; broadcast channels; channel coding; feedback; linear quadratic Gaussian control; Gaussian broadcast channels; LQG control approach; N-user additive white Gaussian noise broadcast channel; channel code; feedback; independent Gaussian noises; linear quadratic Gaussian control; receivers; sum-rate capacity; two-receiver channel; two-user broadcast channel; AWGN; Covariance matrix; Decoding; Manganese; Receivers; Silicon;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication, Control, and Computing (Allerton), 2010 48th Annual Allerton Conference on
  • Conference_Location
    Allerton, IL
  • Print_ISBN
    978-1-4244-8215-3
  • Type

    conf

  • DOI
    10.1109/ALLERTON.2010.5707020
  • Filename
    5707020