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Tensor decomposition based R-dimensional matrix pencil method

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Tensor decomposition based R-dimensional matrix pencil method

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dc.contributor.author Wen, Fuxi
dc.contributor.author Tay, Wee Peng
dc.date.accessioned 2012-10-12T07:41:19Z
dc.date.available 2012-10-12T07:41:19Z
dc.date.copyright 2012
dc.date.issued 2012-10-12
dc.identifier.citation Wen, F., & Tay, W. P. (2012). Tensor decomposition based R-dimensional matrix pencil method. 15th International Conference on Information Fusion (FUSION), 2012, pp.1712-1717.
dc.identifier.uri http://hdl.handle.net/10220/8768
dc.description.abstract In this paper, we extend the standard matrix pencil (MP) method to R-dimensional (R-D) tensor based MP. Higher-order singular value decomposition (HOSVD) is used to obtain the signal subspace. Performance of tensor based MP method is evaluated by computer simulations. Comparing with the conventional matrix based MP methods, better performance is obtained for tensor based R-D MP methods by exploiting the structure of the measurement data. Furthermore, it is straightforward to extend the proposed R-D tensor MP to other MP type methods, such as R-D unitary tensor MP, R-D beamspace tensor MP.
dc.language.iso en
dc.rights © 2012 ISIF. This paper was published in 15th International Conference on Information Fusion (FUSION) and is made available as an electronic reprint (preprint) with permission of ISIF. The paper can be found at the following official URL: [http://ieeexplore.ieee.org/xpl/articleDetails.jsp;jsessionid=Q8SWQQXL4TNfbzZgpD25Wg8ky21Jw2VHhMJ1hhJgcb5D2pJP1X2y!-1489032362?arnumber=6290509&contentType=Conference+Publications]. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law.
dc.subject DRNTU::Engineering::Electrical and electronic engineering.
dc.title Tensor decomposition based R-dimensional matrix pencil method
dc.type Conference Paper
dc.contributor.conference International Conference on Information Fusion (15th : 2012 : Singapore)
dc.contributor.school School of Electrical and Electronic Engineering
dc.identifier.openurl http://ieeexplore.ieee.org/xpl/articleDetails.jsp;jsessionid=Q8SWQQXL4TNfbzZgpD25Wg8ky21Jw2VHhMJ1hhJgcb5D2pJP1X2y!-1489032362?arnumber=6290509&contentType=Conference+Publications
dc.description.version Published version
dc.identifier.rims 164588

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