Input classes for identifiability of bilinear systems
Name
Sontag-2009-Input Classes for Identifiability of Bilinear Systems.pdf
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508.47 KB
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Author(s)
Sontag, Eduardo D.
Wang, Yuan
Megretski, Alexandre
Date Issued
February 2009
Journal
IEEE Transactions on Automatic Control
Publisher
Institute of Electrical and Electronics Engineers
Citation
Sontag, E.D., Yuan Wang, and A. Megretski. “Input Classes for Identifiability of Bilinear Systems.” Automatic Control, IEEE Transactions on 54.2 (2009): 195-207. © 2009 IEEE.
Version
Final published version
Abstract
This paper asks what classes of input signals are sufficient in order to completely identify the input/output behavior of generic bilinear systems. The main results are that step inputs are not sufficient, nor are single pulses, but the family of all pulses (of a fixed amplitude but varying widths) do suffice for identification.
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
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Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.
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DOI of Published Version
https://doi.org/10.1109/TAC.2008.2006927
