Perspectives on System Identification
نویسندگان
چکیده
منابع مشابه
Perspectives on system identification
System identification is the art and science of building mathematical models of dynamic systems from observed input-output data. It can be seen as the interface between the real world of applications and the mathematical world of control theory and model abstractions. As such, it is an ubiquitous necessity for successful applications. System identification is a very large topic, with different ...
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The paper presents a tutorial overview of the main problems arising from (quantitative) system identification . The fundamental issues of identifiability, overparametrization and model comparison are addressed within a probabilistic framework . After having classified models according to their linearity with respect to the unknown parameters, it is explained why system identification is definit...
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System identi cation is the art and science of building mathematical models of dynamic systems from observed input-output data. It can be seen as the interface between the real world of applications and the mathematical world of control theory and model abstractions. As such, it is an ubiquitous necessity for successful applications. System identi cation is a very large topic, with di erent tec...
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ژورنال
عنوان ژورنال: IFAC Proceedings Volumes
سال: 2008
ISSN: 1474-6670
DOI: 10.3182/20080706-5-kr-1001.01215