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research article

Moving Horizon Estimation for Hybrid Systems

Ferrari-Trecate, G.
•
Mignone, D.
•
Morari, M.
2002
IEEE Transactions on Automatic Control

We propose a state smoothing algorithm for hybrid systems based on Moving Horizon Estimation (MHE) by exploiting the equivalence between hybrid systems modeled in the Mixed Logic Dynamical form and piecewise affine systems. We provide sufficient conditions on the time horizon and the penalties on the state at the beginning of the estimation horizon to guarantee asymptotic convergence of the MHE scheme. Moreover, we propose two practical algorithms for the computation of such penalties that allow to implement MHE by solving a Mixed-Integer Quadratic Program.

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Type
research article
DOI
10.1109/TAC.2002.802772
Author(s)
Ferrari-Trecate, G.
Mignone, D.
Morari, M.
Date Issued

2002

Published in
IEEE Transactions on Automatic Control
Volume

47

Issue

10

Start page

1663

End page

1676

Editorial or Peer reviewed

REVIEWED

Written at

OTHER

EPFL units
SCI-STI-GFT  
Available on Infoscience
January 10, 2017
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/132683
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