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
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