CEC 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

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Peer Reviewed

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