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George Mason University
    George Mason University
   
 
 
 
2016-2017 University Catalog 
  
2016-2017 University Catalog

ECE 621 - Systems Identification

Credits: 3
Not Repeatable for Credit
Offered by Electrical and Computer Engineering  
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.

Prerequisite(s): ECE 521 and 528, or permission of instructor.
Schedule Type: LEC
Hours of Lecture or Seminar per week: 3
Hours of Lab or Studio per week: 0