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On stochastic stability of packetized predictive control of non-linear systems over erasure channels

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conference contribution
posted on 2025-05-09, 07:15 authored by Daniel E. Quevedo, Dragan Nešić
We study a predictive control formulation for discrete-time non-linear plant models where controller output data is transmitted over an unreliable communication channel. The channel is affected by random data-loss and does not provide acknowledgments of receipt. To achieve robustness with respect to dropouts, at every sampling instant the controller transmits packets of data. These contain possible control inputs for a finite number of future time instants, and minimize a finite horizon cost function. At the plant actuator side, received packets are buffered, providing the plant inputs. Within this context, we adopt a stochastic Lyapunov function approach to establish stability results of this networked control system.

History

Source title

8th IFAC Symposium on Nonlinear Control Systems

Name of conference

8th IFAC Symposium on Nonlinear Control Systems (NOLCOS 2010)

Location

Bologna, Italy

Start date

2010-09-01

End date

2010-09-03

Pagination

557-562

Publisher

International Federation of Automatic Control (IFAC)

Place published

Bologna, Italy

Language

  • en, English

College/Research Centre

Faculty of Engineering and Built Environment

School

School of Electrical Engineering and Computer Science

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