Systems Identification and Parameter Estimation (ME 866.3)

Recent/Current Offerings

Syllabus / Public content Section Term Instructor
ME 866 02 January 2017
 
ME 866 01 September 2016 Fangxiang Wu (primary instructor)
 
ME 866 02 January 2016

Description

Many engineering problems involve parameter identifiability and/or parameter estimation. The main objective of this course is to provide students with concepts and methodologies for parameter identifiability and parameter estimation. Topics will include parameter identifiability, model selection, least squares, maximum likelihood and maximum a Posteriori methods for linear nonlinear parameter estimation. Applications to some practical problems are also discussed.

Prerequisite(s)

ME 251 and ME 431 or permission of the instructor.

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