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Hauptverfasser: Palmisano, Marijan, Steinberger, Martin, Horn, Martin
Format: Preprint
Veröffentlicht: 2023
Schlagworte:
Online-Zugang:https://arxiv.org/abs/2309.01679
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author Palmisano, Marijan
Steinberger, Martin
Horn, Martin
author_facet Palmisano, Marijan
Steinberger, Martin
Horn, Martin
contents A stochastic Model Predictive Control strategy for control systems with communication networks between the sensor node and the controller and between the controller and the actuator node is proposed. Data packets are subject to random delays and packet loss is possible; acknowledgments for received packets are not provided. The expected value of a quadratic cost is minimized subject to linear constraints; the set of all initial states for which the resulting optimization problem is guaranteed to be feasible is provided. The state vector of the controlled plant is shown to converge to zero with probability one.
format Preprint
id arxiv_https___arxiv_org_abs_2309_01679
institution arXiv
publishDate 2023
record_format arxiv
spellingShingle Stochastic Model Predictive Control for Networked Systems with Random Delays and Packet Losses in All Channels
Palmisano, Marijan
Steinberger, Martin
Horn, Martin
Systems and Control
A stochastic Model Predictive Control strategy for control systems with communication networks between the sensor node and the controller and between the controller and the actuator node is proposed. Data packets are subject to random delays and packet loss is possible; acknowledgments for received packets are not provided. The expected value of a quadratic cost is minimized subject to linear constraints; the set of all initial states for which the resulting optimization problem is guaranteed to be feasible is provided. The state vector of the controlled plant is shown to converge to zero with probability one.
title Stochastic Model Predictive Control for Networked Systems with Random Delays and Packet Losses in All Channels
topic Systems and Control
url https://arxiv.org/abs/2309.01679