2010-2011 University Catalog 
  
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2010-2011 University Catalog

ECE 621 - Systems Identification

Credits: 3
Foundations of parameter estimation using the least squares method. Identification of static and discrete dynamic system models. Batch and recursive (online) approaches. Model order estimation. Persistent excitation requirements. The effect of noise on model accuracy. Nonlinear estimation methods: generalized least squares and maximum likelihood. Applications in control, diagnostics, and economy.

Prerequisites
ECE 521 and 528, or permission of instructor.

Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0