Robust Signal-Structure Reconstruction

Reference : Robust Signal-Structure Reconstruction


	Document type :	Scientific congresses, symposiums and conference proceedings : Paper published in a book
	Discipline(s) :	Engineering, computing & technology : Multidisciplinary, general & others
	To cite this reference:	http://hdl.handle.net/10993/20334

Title :	Robust Signal-Structure Reconstruction
Language :	English
Author, co-author :	Chetty, Vasu []
	Hayden, David []
	Goncalves, Jorge [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > >]
	Warnick, Sean []
Publication date :	2013
Main document title :	The proceedings of the IEEE 52nd Annual Conference on Decision and Control
Publisher :	IEEE
Pages :	3184 - 3189
Peer reviewed :	Yes
ISBN :	978-1-4673-5714-2
Event name :	IEEE 52nd Annual Conference on Decision and Control
Event date :	December 10-13, 2013
Event place (city) :	Florence
Event country :	Italy
Abstract :	[en] This paper focuses on the reconstruction of the signal structure of a system in the presence of noise and nonlinearities. Previous results on polynomial time reconstruction in this area were restricted to systems where target specificity was part of the inherent structure, [5]. This work extends these results to all reconstructible systems and proposes a faster reconstruction algorithm along with an improved model selection procedure. Finally, a simulation study then details the performance of this new algorithm on reconstructible systems.
Permalink :	http://hdl.handle.net/10993/20334

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