Parallel factor analysis in sensor array processing

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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Bibliographic Details
Published in:	IEEE transactions on signal processing Vol. 48; no. 8; pp. 2377 - 2388
Main Authors:	Sidiropoulos, N.D., Bro, R., Giannakis, G.B.
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.08.2000 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Applied sciences Array signal processing Arrays Azimuth Calibration Decomposition Detection, estimation, filtering, equalization, prediction Direction of arrival estimation Exact sciences and technology Fitting Information, signal and communications theory Interference suppression Links Mathematical models Psychometric testing Radar Sensor arrays Signal and communications theory Signal, noise Stems Tapping Telecommunications and information theory Uniqueness Wireless communication Mobile radiocommunication Monte Carlo method Identifiability Factor analysis Computer simulation Measurement sensor Psychometrics Decomposition Modeling Uniqueness theorem Model matching Arrival angle Radar Sensor array Chemometrics Signal to noise ratio
ISSN:	1053-587X, 1941-0476
Online Access:	Get full text
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