A tutorial on applications-oriented optimal experiment design
2012 (English)In: Identification For Automotive Systems, Springer Berlin/Heidelberg, 2012, 149-164 p.Conference paper (Refereed)
Presented in this chapter is a tutorial on the design of input signals for system identification. The chapter concerns the details of basic optimal experiment design, computational issues, implementation and conditions that lead to an optimal input signal. It is also addressed how the two fundamental issues associated with system identification, model structure identification and model validation relate to experiment design. Throughout the chapter, a simple FIR example is employed to illuminate the concepts presented.
Place, publisher, year, edition, pages
Springer Berlin/Heidelberg, 2012. 149-164 p.
, Lecture Notes in Control and Information Sciences, ISSN 0170-8643 ; 418
Computational issues, Experiment design, Input signal, Model validation, Optimal experiment design, Structure identification
IdentifiersURN: urn:nbn:se:kth:diva-72606DOI: 10.1007/978-1-4471-2221-0_9ISI: 000306990500009ScopusID: 2-s2.0-84855870203ISBN: 978-1-4471-2220-3OAI: oai:DiVA.org:kth-72606DiVA: diva2:488321
Workshop on Identification for Automotive Systems,Johannes Kepler Univ Linz, Linz, Austria,July 15-16, 2010
FunderICT - The Next Generation
QC 201208032012-02-012012-01-312013-04-15Bibliographically approved