TY - GEN
T1 - Tree-Based Model Predictive Control for Jamming Attacks
AU - Pierron, T.
AU - Arauz, T.
AU - Maestre, J. M.
AU - Cetinkaya, A.
AU - Stoica Maniu, C.
N1 - Funding Information:
This work was supported by the European Research Council (Advanced Research Grant 769051-OCONTSOLAR), the MINECO-Spain project DPI2017-86918-R, and the project GESVIP funded by Junta de Andalucía (ref. US-1265917). Also, support from the JST ERATO HASUO Metamathematics for Systems Design Project (No. JPMJER1603) and Erasmus program are gratefully acknowledged.
Funding Information:
This work was supported by the European Research Council (Advanced Research Grant 769051-OCONTSOLAR), the MINECO-Spain project DPI2017-86918-R, and the project GESVIP funded by Junta de Andaluc?a (ref. US-1265917). Also, support from the JST ERATO HASUO Metamathematics for Systems Design Project (No. JPMJER1603) and Erasmus program are gratefully acknowledged.
Publisher Copyright:
© 2020 EUCA.
PY - 2020/5
Y1 - 2020/5
N2 - 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.
AB - 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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M3 - Conference contribution
AN - SCOPUS:85090144587
T3 - European Control Conference 2020, ECC 2020
SP - 948
EP - 953
BT - European Control Conference 2020, ECC 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 18th European Control Conference, ECC 2020
Y2 - 12 May 2020 through 15 May 2020
ER -