• DocumentCode
    2521502
  • Title

    Degrees of freedom of band limited signals measured over space

  • Author

    Bashar, Farhana ; Abhayapala, Thushara D.

  • Author_Institution
    Res. Sch. of Eng., Australian Nat. Univ. (ANU), Canberra, ACT, Australia
  • fYear
    2012
  • fDate
    2-5 Oct. 2012
  • Firstpage
    735
  • Lastpage
    740
  • Abstract
    In this paper, we provide the degrees of freedom of a band limited signal observed over a finite spatial window at a given time instant. The limit is based on Claude E. Shannon´s sampling theorem which is also known as Whittaker-Nyquist-Kotelnikov-Shannon sampling theorem. The result is derived by using a series expansion of the solution to the Helmholtz wave equation. The expanded terms of wave equation are then bounded exponentially to zero beyond a threshold. The derived result is more general compared to the existing ones and explores the effects of spatial information on the degrees of freedom of the signal observed. In addition, we derive a new expression to calculate the degrees of freedom of a signal observed over band limited and spatially constrained channel at a constant time in terms of wavelengths and fractional bandwidth. We show that by increasing the size of the three dimensional spatial region, the degrees of freedom of the observable signal over the region can be increased for a given signal bandwidth.
  • Keywords
    Helmholtz equations; bandlimited signals; signal sampling; wireless channels; Claude E.Shannon sampling theorem; Helmholtz wave equation; Whittaker-Nyquist-Kotelnikov-Shannon sampling theorem; band limited signal; degree of freedom; finite spatial window; fractional bandwidth; series expansion; signal bandwidth; spatial constrained channel; Bandwidth; Fourier series; Propagation; Time frequency analysis; Vectors; Wireless communication; Degrees of freedom; Fourier series expansion; space-time signals; spherical Bessel function; spherical wave expansion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications and Information Technologies (ISCIT), 2012 International Symposium on
  • Conference_Location
    Gold Coast, QLD
  • Print_ISBN
    978-1-4673-1156-4
  • Electronic_ISBN
    978-1-4673-1155-7
  • Type

    conf

  • DOI
    10.1109/ISCIT.2012.6380999
  • Filename
    6380999