Carleton University · CIVE 5109

Estimation and Identification in Dynamics using Data

Credits : 0.5 creditReference year : 2026-27

Description

Dynamical systems and their computational models, probability and stochastic processes, stochastic dynamical systems, state estimation in linear dynamics using Kalman filtering, state estimation of nonlinear dynamical systems, system identification using combined state and parameter estimation, application to engineering.

Reference text in its original language

Dynamical systems and their computational models, probability and stochastic processes, stochastic dynamical systems, state estimation in linear dynamics using Kalman filtering, state estimation of nonlinear dynamical systems, system identification using combined state and parameter estimation, application to engineering.

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    Source reference : https://calendar.carleton.ca/grad/courses/CIVE/

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