CUED Publications database

Robust signal-structure reconstruction

Chetty, V and Hayden, D and Gonçalves, J and Warnick, S (2013) Robust signal-structure reconstruction. Proceedings of the IEEE Conference on Decision and Control. pp. 3184-3189. ISSN 0191-2216

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Abstract

This paper focuses on the reconstruction of the signal structure of a system in the presence of noise and non- linearities. 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. ©2013 IEEE.

Item Type: Article
Subjects: UNSPECIFIED
Divisions: Div F > Control
Depositing User: Cron Job
Date Deposited: 17 Jul 2017 19:06
Last Modified: 29 Aug 2017 01:16
DOI: