• DocumentCode
    3663451
  • Title

    Density criteria for the identification of linear time-varying systems

  • Author

    Céline Aubel;Helmut Bölcskei

  • Author_Institution
    Dept. IT &
  • fYear
    2015
  • fDate
    6/1/2015 12:00:00 AM
  • Firstpage
    2568
  • Lastpage
    2572
  • Abstract
    This paper addresses the problem of identifying a linear time-varying (LTV) system characterized by a (possibly infinite) discrete set of delays and Doppler shifts. We prove that stable identifiability is possible if the upper uniform Beurling density of the delay-Doppler support set is strictly smaller than 1/2 and stable identifiability is impossible for densities strictly larger than 1/2. The proof of this density theorem reveals an interesting relation between LTV system identification and interpolation in the Bargmann-Fock space. Finally, we introduce a subspace method for solving the system identification problem at hand.
  • Keywords
    "Interpolation","Lattices","TV","Transforms","Harmonic analysis","Weight measurement","Signal resolution"
  • Publisher
    ieee
  • Conference_Titel
    Information Theory (ISIT), 2015 IEEE International Symposium on
  • Electronic_ISBN
    2157-8117
  • Type

    conf

  • DOI
    10.1109/ISIT.2015.7282920
  • Filename
    7282920