• DocumentCode
    3540291
  • Title

    Analysis of real vector fields on the sphere using Slepian functions

  • Author

    Plattner, Alain ; Simons, Frederik J. ; Wei, Liying

  • Author_Institution
    Dept. of Geosci., Princeton Univ., Princeton, NJ, USA
  • fYear
    2012
  • fDate
    5-8 Aug. 2012
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    We pose and solve the analogue of Slepian´s time-frequency concentration problem for vector fields on the surface of the unit sphere, to determine an orthogonal family of strictly bandlimited vector fields that are optimally concentrated within a closed region of the sphere or, alternatively, of strictly spacelimited functions that are optimally concentrated in the vector spherical harmonic domain. Such a basis of simultaneously spatially and spectrally concentrated functions should be a useful data analysis and representation tool in a variety of geophysical and planetary applications, as well as in medical imaging, computer science, cosmology, and numerical analysis.
  • Keywords
    approximation theory; harmonic analysis; signal representation; time-frequency analysis; Slepian time-frequency concentration problem; bandlimited vector-valued functions; classical prolate spheroidal wave functions; computer science; cosmology; geophysical applications; medical imaging; multidimensional vectorial signal processing; numerical analysis; orthogonal family; planetary applications; real vector field analysis; spatially concentrated functions; spectrally concentrated functions; strictly bandlimited vector fields; unit sphere surface; vector spherical harmonic domain; vectorial Slepian functions; vectorial signals constructive approximation; Africa; Bandwidth; Eigenvalues and eigenfunctions; Harmonic analysis; Spectral analysis; Uncertainty; Vectors; Spherical vector fields; prolate spheroidal wave functions; spatiospectral concentration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal Processing Workshop (SSP), 2012 IEEE
  • Conference_Location
    Ann Arbor, MI
  • ISSN
    pending
  • Print_ISBN
    978-1-4673-0182-4
  • Electronic_ISBN
    pending
  • Type

    conf

  • DOI
    10.1109/SSP.2012.6319659
  • Filename
    6319659