Tree-Based Model Predictive Control for Jamming Attacks

T. Pierron, T. Arauz, J. M. Maestre, A. Cetinkaya, C. Stoica Maniu

研究成果: Conference contribution

4 被引用数 (Scopus)

抄録

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.

本文言語English
ホスト出版物のタイトルEuropean Control Conference 2020, ECC 2020
出版社Institute of Electrical and Electronics Engineers Inc.
ページ948-953
ページ数6
ISBN(電子版)9783907144015
出版ステータスPublished - 2020 5月
外部発表はい
イベント18th European Control Conference, ECC 2020 - Saint Petersburg, Russian Federation
継続期間: 2020 5月 122020 5月 15

出版物シリーズ

名前European Control Conference 2020, ECC 2020

Conference

Conference18th European Control Conference, ECC 2020
国/地域Russian Federation
CitySaint Petersburg
Period20/5/1220/5/15

ASJC Scopus subject areas

  • 人工知能
  • 決定科学(その他)
  • 制御およびシステム工学
  • 機械工学
  • 計算数学
  • 制御と最適化

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