• DocumentCode
    2211606
  • Title

    Band-limited signal concentration in time-frequency

  • Author

    Wei, Liying ; Kennedy, Rodney A. ; Lamahewa, Tharaka A.

  • Author_Institution
    Coll. of Eng. & Comput. Sci., Australian Nat. Univ., Canberra, ACT, Australia
  • fYear
    2009
  • fDate
    28-30 Sept. 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper studies signal concentration in time-frequency using the general constrained variational method of Franks. We apply this method to formulate the minimum fourth-moment time-duration measure in the time interval [-T/2, T/2] for band-limited signals. An orthonormal basis of band-limited functions with the minimum fourth-moment time-duration measure is obtained. Comparing our optimal band-limited signals with Gabor´s function with the minimum second-moment time-duration measure, simulation results show that our function has better properties: 1) faster decaying rate; 2) larger main lobe; and 3) higher energy concentration measure.
  • Keywords
    bandlimited signals; time-frequency analysis; variational techniques; Frank constrained variational method; Gabor function; band-limited orthonormal basis function; faster decaying rate; higher energy concentration measure; larger main lobe; minimum fourth-moment time-duration measure; minimum second-moment time-duration measure; optimal band-limited signal concentration; time interval; time-frequency analysis; Brain modeling; Computer science; Educational institutions; Energy measurement; Fourier transforms; Frequency domain analysis; Signal design; Time frequency analysis; Time measurement; Wave functions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communication Systems, 2009. ICSPCS 2009. 3rd International Conference on
  • Conference_Location
    Omaha, NE
  • Print_ISBN
    978-1-4244-4473-1
  • Electronic_ISBN
    978-1-4244-4474-8
  • Type

    conf

  • DOI
    10.1109/ICSPCS.2009.5306397
  • Filename
    5306397