Referenced Items are not available for this document.
We consider the problem of computationally efficient system identification of spatially heterogeneous distributed systems. We show how to parametrize distributed interconnected system models such that an extended Kalman Filter can be used for parameter estimation (system identification) in linear computational complexity with respect to the number of subsystems. Furthermore, the identified model will preserve the special sequentially-semi separable (SSS) structure, allowing for the use of efficient structured controller synthesis routines.
Published in:
Automatic Control, IEEE Transactions on
(Volume:56
,
Issue:
7
)
Date of Publication: July 2011
- Page(s):
- 1713 - 1718
- ISSN :
- 0018-9286
- INSPEC Accession Number:
- 12141634
- Digital Object Identifier :
- 10.1109/TAC.2011.2126690
- Product Type:
- Journals & Magazines
- Date of Publication :
- 14 March 2011
- Date of Current Version :
- 04 July 2011
- Issue Date :
- July 2011
- Sponsored by :
- IEEE Control Systems Society
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