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    Spherically invariant vector random fields in space and time

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    Ma_2011 (390.7Kb)
    Date
    2011-12
    Author
    Du, Juan
    Ma, Chunsheng
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    Citation
    Du, J.; Ma, C.; , "Spherically Invariant Vector Random Fields in Space and Time," Signal Processing, IEEE Transactions on , vol.59, no.12, pp.5921-5929, Dec. 2011 doi: 10.1109/TSP.2011.2166391
    Abstract
    This paper is concerned with spherically invariant or elliptically contoured vector random fields in space and/or time, which are formulated as scale mixtures of vector Gaussian random fields. While a spherically invariant vector random field may or may not have second-order moments, a spherically invariant second-order vector random field is determined by its mean and covariance matrix functions, just like the Gaussian one. This paper explores basic properties of spherically invariant second-order vector random fields, and proposes an efficient approach to develop covariance matrix functions for such vector random fields.
    Description
    Full text is not available due to publisher’s copyright restrictions. Click on the DOI link to access the article.
    URI
    http://hdl.handle.net/10057/4039
    http://dx.doi.org/ 10.1109/TSP.2011.2166391
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