ECE 621: Systems Identification
Course Information from University Catalog
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.
Hours of Lecture or Seminar per week: 3
1 Course Sections Scheduled for Spring 2017
ECE 621 - 001: |
T; 4:30 pm - 7:10 pm