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Communication Dans Un Congrès Année : 2020

Tree-Based Model Predictive Control for Jamming Attacks

Thomas Pierron
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Teresa Árauz
  • Fonction : Auteur
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J. M. Maestre
  • Fonction : Auteur
  • PersonId : 1066332

Résumé

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.
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Dates et versions

hal-02508870 , version 1 (16-03-2020)

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Thomas Pierron, Teresa Árauz, J. M. Maestre, A. Cetinkaya, Cristina Stoica Maniu. Tree-Based Model Predictive Control for Jamming Attacks. ECC 2020 - European Control Conference, May 2020, Sankt Petersburg, Russia. ⟨10.23919/ecc51009.2020.9143814⟩. ⟨hal-02508870⟩
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