MULTILINEAR SVD:
  Multilinear generalizations of the singular value decomposition and applications in signal processing and systems identification

 

Financing: Research Foundation - Flanders (FWO)

Project reference Nr.: G.0240.99
Start: 1999-01-01
End: 2002-12-31

Description:
The generalisation of the singular value decomposition in multilinear algebra and the derivation of algorithms for the calculation of the higher-order equivalents. Generalization of the best approximation of a matrix by a matrix of a given rank. Application of the results on the blind separation of source and the blind identification of dynamic systems. Implementation of these techniques in MATLAB.
 

SMC people involved in the project: