Subspace Algorithm for Identifying Bilinear Repetitive Processes with Deterministic Inputs

• Type: Article in International Conference Proceedings Book
• Date: 2016

Authors

Ramos, JA (Author) Other; Rogers, E (Author) Other; P. Lopes dos Santos (Author) FEUP; Perdicoulis, T (Author) Other

Conference proceedings International

Title: 2016 European Control Conference, ECC 2016

Pages: 1057-1062

2016 European Control Conference, ECC 2016

29 June 2016 through 1 July 2016

Indexing

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Other information

Authenticus ID: P-00M-HVD

DOI: 10.1109/ecc.2016.7810429

Abstract (EN): 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.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 6