Abstract
Necessary and sufficient conditions are given for the identifiability of open loop transfer functions for linear continuous time systems operating in closed loop. It is shown that provided certain structural properties are assumed, it is necessary and sufficient that the joint input-output spectral density be block diagonal when evaluated at infinity. With finite data, the spectral density cannot be exactly determined. However, it is shown in the paper, that the errors in the recovered open loop transfer functions will be small provided the estimated spectral density is approximately block diagonal when evaluated at infinity. This latter result leads to a practical test for identifiability of closed loop systems using finite data.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.