E E 5486 - Modeling and System Identification.

Linear time-invariant and time-varying models. Nonlinear state space models. Non-parametric methods. Parameter estimation methods. Convergence and consistency. Computational methods in estimation. Recursive estimation methods. Experiment design and choice of identification criterion. Model structure selection and model validation.Semester Hours: 3Prerequisite: E E 3817 or MATH 3800, and E E 4136 or 4276.
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