CANDECOMP/PARAFAC model order selection based on Reconstruction Error in the presence of Kronecker structured colored noise

作者: Saeed Pouryazdian , Soosan Beheshti , Sridhar Krishnan

DOI: 10.1016/J.DSP.2015.08.014

关键词:

摘要: … In this paper, we focus on the multidimensional colored noise with a Kronecker structure, … R M × M with M = I × J × K is the noise covariance matrix in all dimensions and C o v 1 ∈ R I × I …

参考文章(49)
Brett W. Bader, Michael W. Berry, Murray Browne, Discussion Tracking in Enron Email using PARAFAC. Springer, London. pp. 147- 163 ,(2008) , 10.1007/978-1-84800-046-9_8
Martin Haardt, Florian Roemer, DETERMINISTIC PREWHITENING TO IMPROVE SUBSPACE BASED PARAMETER ESTIMATION TECHNIQUES IN SEVERELY COLORED NOISE ENVIRONMENTS USB-Flash-Ausg.:#R#<br/>Information technology and electrical engineering - devices and systems, materials and technologies for the future : 54. IWK, Internationales Wissenschaftliches Kolloquium ; proceedings ; 07 - 10 September 2009 / Faculty of Electrical and Information Technology, Technische Universität Ilmenau. - Ilmenau : Verl. ISLE, 2009. - ISBN 978-3-938843-45-1. ,(2009)
Evrim Acar, Seyit A. Çamtepe, Bülent Yener, Collective Sampling and Analysis of High Order Tensors for Chatroom Communications Intelligence and Security Informatics. pp. 213- 224 ,(2006) , 10.1007/11760146_19
JoãO Paulo CL Da Costa, Kefei Liu, Hing Cheung So, Stefanie Schwarz, Martin Haardt, Florian Römer, None, Multidimensional prewhitening for enhanced signal reconstruction and parameter estimation in colored noise with Kronecker correlation structure Signal Processing. ,vol. 93, pp. 3209- 3226 ,(2013) , 10.1016/J.SIGPRO.2013.04.010
C. M. Andersen, R. Bro, Practical aspects of PARAFAC modeling of fluorescence excitation-emission data Journal of Chemometrics. ,vol. 17, pp. 200- 215 ,(2003) , 10.1002/CEM.790
Fumikazu Miwakeichi, Eduardo Martı́nez-Montes, Pedro A. Valdés-Sosa, Nobuaki Nishiyama, Hiroaki Mizuhara, Yoko Yamaguchi, Decomposing EEG data into space-time-frequency components using Parallel Factor Analysis. NeuroImage. ,vol. 22, pp. 1035- 1045 ,(2004) , 10.1016/J.NEUROIMAGE.2004.03.039
Morten Mørup, Lars Kai Hansen, Christoph S. Herrmann, Josef Parnas, Sidse M. Arnfred, Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG. NeuroImage. ,vol. 29, pp. 938- 947 ,(2006) , 10.1016/J.NEUROIMAGE.2005.08.005
Rasmus Bro, Henk A. L. Kiers, A new efficient method for determining the number of components in PARAFAC models Journal of Chemometrics. ,vol. 17, pp. 274- 286 ,(2003) , 10.1002/CEM.801
Anders H Andersen, William S Rayens, Structure-seeking multilinear methods for the analysis of fMRI data NeuroImage. ,vol. 22, pp. 728- 739 ,(2004) , 10.1016/J.NEUROIMAGE.2004.02.026