System Identification and Parameter Estimation
Delft University of TechnologyNetherlands
Free, no sign-up neededArchived courseEnglish
About this course
Analysis of unknown dynamic systems in the time-domain and the frequency domain. Application to relation between transfer functions and spectral densities in open-loop and closed-loop systems. Modelling of systems: Choice of model structure and parametrisation. Linear and non-linear model structures Parameter estimation by optimization Optimization techniques: Gradient methods, random-search methods, genetic algorithms.
Description from TU Delft OpenCourseWare.
Where to take this course
- Open TU Delft OpenCourseWare (new tab)TU Delft OpenCourseWare · Archived course