Title :
Robust signal-structure reconstruction
Author :
Chetty, V. ; Hayden, D. ; Goncalves, Joaquim ; Warnick, S.
Author_Institution :
Inf. & Decision Algorithms Labs., Brigham Young Univ., Provo, UT, USA
Abstract :
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.
Keywords :
computational complexity; signal reconstruction; improved model selection procedure; nonIinearities; polynomial time reconstruction; reconstructible systems; reconstruction algorithm; robust signal structure reconstruction; Laboratories; Noise; Reconstruction algorithms;
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6760369