CCE Faculty Articles
Title
Subspace Algorithm for Identifying Bilinear Repetitive Processes with Deterministic Inputs
Event Date/Location
Aalborg, Denmark
Document Type
Article
Date
2016
Publication Title
European Control Conference
First Page
1057
Last Page
1062
Description
In this paper we introduce a bilinear repetitive process and present an iterative subspace algorithm for its identification. The advantage of the proposed approach is that it overcomes the “curse of dimensionality”, a hurdle commonly encountered with classical bilinear subspace identification algorithms. Simulation results show that the algorithm converges quickly and provides new alternatives for modeling/identifying nonlinear repetitive processes.
DOI
10.1109/ECC.2016.7810429
NSUWorks Citation
Ramos, Jose A.; Rogers, Eric; Lopes dos Santos, Paulo; and Azevedo Perdicoulis, Teresa Paula, "Subspace Algorithm for Identifying Bilinear Repetitive Processes with Deterministic Inputs" (2016). CCE Faculty Articles. 440.
https://nsuworks.nova.edu/gscis_facarticles/440
