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Parallel factor analysis in sensor array processing

Published in IEEE Transactions on Signal Processing • Jan 1, 2000
NobleIDNI4P41W26R13S30
Authors:
Nicholas D. Sidiropoulos
,
Rasmus Bro
,
Georgios B. Giannakis

Abstract

This paper links multiple invariance sensor array processing (MI-SAP) to parallel factor (PARAFAC) analysis, which is a tool rooted in psychometrics and chemometrics. PARAFAC is a common name for low-rank decomposition of three- and higher way arrays. This link facilitates the derivation of powerful...

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