• DocumentCode
    2985683
  • Title

    Distortion-rate tradeoff of a source uniformly distributed over the Composite PF(N) and the composite stiefel manifolds

  • Author

    Krishnamachari, Rajesh T. ; Varanasi, Mahesh K.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Colorado, Boulder, CO, USA
  • fYear
    2009
  • fDate
    June 28 2009-July 3 2009
  • Firstpage
    522
  • Lastpage
    526
  • Abstract
    To model the benefit accrued due to limited rate feedback on the information transfer of optimal `input covariance matrices´ from a channel-aware receiver to the transmitting users in a multiple-access channel, we study the distortion-rate tradeoff of a source uniformly distributed over multivariate generalizations of PF(n,p2) (the set of positive semi-definite matrices with a trace constraint) and Vn,k ¿ (the classical Stiefel surface) manifolds. Using sphere-packing and random coding arguments, the distortion-rate function is bounded within asymptotically tight limits.
  • Keywords
    covariance matrices; distortion; multi-access systems; receivers; Stiefel surface; channel-aware receiver; composite PF(N) manifold; composite Stiefel manifold; distortion-rate function; distortion-rate tradeoff; information transfer; limited rate feedback; multiple-access channel; multivariate generalization; optimal input covariance matrices; positive semidefinite matrices; random coding; sphere-packing; trace constraint; Broadcasting; Covariance matrix; Distributed computing; Fading; Feedback; Helium; Information theory; MIMO; Rate-distortion; Transmitters; Composite Stiefel manifold; Distortion-rate tradeoff; Positive definite matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2009. ISIT 2009. IEEE International Symposium on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-4312-3
  • Electronic_ISBN
    978-1-4244-4313-0
  • Type

    conf

  • DOI
    10.1109/ISIT.2009.5205724
  • Filename
    5205724