The proceedings of the IEEE 52nd Annual Conference on Decision and Control
IEEE
3184 - 3189
Yes
978-1-4673-5714-2
IEEE 52nd Annual Conference on Decision and Control
December 10-13, 2013
Florence
Italy
[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.