• DocumentCode
    2802189
  • Title

    Further results on signal concentration in time-frequency

  • Author

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

  • Author_Institution
    Sch. of Eng., Australian Nat. Univ., Canberra, ACT, Australia
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    4082
  • Lastpage
    4085
  • Abstract
    This paper formulates a novel class of signals which are concentrated simultaneously in time and frequency. Two concentration measures studied are second-moment and fourth-moment bandwidth measures in frequency subject to 1 - γ proportion of the energy inside the time interval [-T/2, T/2] for some nominal small γ. We employ the general constrained variational method of Franks to determine the integral equations for the optimal signals. Simulation results show that the optimal functions with minimum fourth-moment weighting have more energy in the main lobe and quicker decaying tails than Gabor half sinusoids.
  • Keywords
    Gabor filters; integral equations; signal processing; Gabor half sinusoids; fourth-moment bandwidth; integral equations; second-moment bandwidth; signal concentration; time-frequency; Bandwidth; Brain modeling; Energy measurement; Frequency domain analysis; Frequency measurement; Interference; Tail; Time frequency analysis; Time measurement; Wave functions; Fraction Out-of-band energy (FOBE); fourth-moment; inter-symbol interference (ISI); prolate spheroidal wave function (PSWF); second-moment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495736
  • Filename
    5495736