mirage

Tensor decomposition based R-dimensional matrix pencil method

DSpace/Manakin Repository

 

Search DR-NTU


Advanced Search Subject Search

Browse

My Account

Tensor decomposition based R-dimensional matrix pencil method

Show full item record

Title: Tensor decomposition based R-dimensional matrix pencil method
Author: Wen, Fuxi; Tay, Wee Peng
Copyright year: 2012
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.
Subject: DRNTU::Engineering::Electrical and electronic engineering.
Type: Conference Paper
Conference name: International Conference on Information Fusion (15th : 2012 : Singapore)
School: 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: [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.
Version: Published version

Files in this item

Files Size Format View
Tensor decompos ... matrix pencil method..pdf 532.5Kb PDF View/Open
   

SFX Query

- Get published version (via NTU subscribed resources)
   

This item appears in the following Collection(s)

Show full item record

Statistics

Total views

All Items Views
Tensor decomposition based R-dimensional matrix pencil method 471

Total downloads

All Bitstreams Views
Tensor decomposition based R-dimensional matrix pencil method..pdf 89
C2_Tensor MP.pdf 9

Top country downloads

Country Code Views
United States of America 32
China 18
France 9
Singapore 7
Unknown Country 5

Top city downloads

city Views
Mountain View 20
Singapore 6
Grenoble 3
Seoul 3
Kiez 2

Downloads / month

  2014-10 2014-11 2014-12 total
Tensor decomposition based R-dimensional matrix pencil method..pdf 0 0 6 6