Items for "state estimation"

Fast Algorithms for State and Parameter Estimation on Moving Horizons

We treat the problem of moving horizon state and parameter estimation (MHE) and propose a formulation for differential-algebraic systems that assumes a deterministic system behaviour on the estimation horizon, and which uses a regularization of the initial value...

Keywords: multiple shooting, parameter estimation, state estimation, nonlinear model predictive control, differential algebraic equations