• DocumentCode
    431862
  • Title

    Exact sampling results for signals with finite rate of innovation using Strang-Fix conditions and local kernels

  • Author

    Dragotti, Pier Luigi ; Vetterli, Martin ; Blu, Thierry

  • Author_Institution
    Electr. & Electron. Eng. Dept., Imperial Coll., London, UK
  • Volume
    4
  • fYear
    2005
  • fDate
    18-23 March 2005
  • Abstract
    Recently, it was shown that it is possible to sample classes of signals with finite rate of innovation. These sampling schemes, however, use kernels with infinite support and this leads to complex and unstable reconstruction algorithms. In this paper, we show that many signals with finite rate of innovation can be sampled and perfectly reconstructed using kernels of compact support and a local reconstruction algorithm. The class of kernels that we can use is very rich and includes any function satisfying Strang-Fix conditions, exponential splines and functions with rational Fourier transforms.
  • Keywords
    Fourier transforms; exponential distribution; rational functions; signal reconstruction; signal sampling; splines (mathematics); Strang-Fix conditions; compact support; exponential splines; finite innovation rate; local kernels; local reconstruction algorithm; perfect reconstruction; rational Fourier transforms; signal sampling; Educational institutions; Filters; Fourier transforms; Kernel; Polynomials; Reconstruction algorithms; Sampling methods; Signal processing algorithms; Signal sampling; Technological innovation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1415988
  • Filename
    1415988