Reference : Robust Signal-Structure Reconstruction
Scientific congresses, symposiums and conference proceedings : Paper published in a book
Engineering, computing & technology : Multidisciplinary, general & others
Robust Signal-Structure Reconstruction
Chetty, Vasu mailto []
Hayden, David []
Goncalves, Jorge mailto [University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > >]
Warnick, Sean []
The proceedings of the IEEE 52nd Annual Conference on Decision and Control
3184 - 3189
IEEE 52nd Annual Conference on Decision and Control
December 10-13, 2013
[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.

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