Ponencia
Tree-Based Model Predictive Control for Jamming Attacks
Autor/es | Pierron, T.
Arauz, T. Maestre Torreblanca, José María Cetinkaya, A. Stoica Maniu, Cristina |
Departamento | Universidad de Sevilla. Departamento de Ingeniería de Sistemas y Automática |
Fecha de publicación | 2020 |
Fecha de depósito | 2021-05-10 |
Publicado en |
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Resumen | Under the networked control paradigm, controllers, sensors, and actuators are different devices that communicate via a communication network. This might represent a source of vulnerability because the loss of data packets ... Under the networked control paradigm, controllers, sensors, and actuators are different devices that communicate via a communication network. This might represent a source of vulnerability because the loss of data packets may endanger both system performance and stability. Therefore, this is a major concern in cybersecurity. For example, jamming attacks can be performed by malicious entities with the goal of disrupting the system. To deal with this issue, this paper proposes a model predictive control (MPC) scheme in which the controller computes a tree of control actions tailored to different packet loss patterns so that additional robustness can be gained in these situations. This work uses a case study to illustrate its advantages with respect to standard MPC alternatives. |
Cita | Pierron, T., Arauz, T., Maestre Torreblanca, J.M., Cetinkaya, A. y Stoica Maniu, C. (2020). Tree-Based Model Predictive Control for Jamming Attacks. En European Control Conference (ECC) (948-953), St. Petersburg, Russia: Institute of Electrical and Electronics Engineers (IEEE). |
Ficheros | Tamaño | Formato | Ver | Descripción |
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30_Tree based.pdf | 9.712Mb | [PDF] | Ver/ | |