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Title: Tensor decomposition based R-dimensional matrix pencil method
Authors: Wen, Fuxi
Tay, Wee Peng
Keywords: DRNTU::Engineering::Electrical and electronic engineering
Issue Date: 2012
Source: 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.
Conference: International Conference on Information Fusion (15th : 2012 : Singapore)
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.
Schools: School of Electrical and Electronic Engineering 
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: [;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.
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:EEE Conference Papers

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