A brief survey on recent advances in cloud control systems

Y Xia, Y Zhang, L Dai, Y Zhan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Networked control systems (NCSs) have played a key role in Internet of Things (IoTs) to
realize the vision of a fully interactive and responsive intelligent environment. However …

Robust data-enabled predictive control: Tractable formulations and performance guarantees

L Huang, J Zhen, J Lygeros… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We introduce a general framework for robust data-enabled predictive control (DeePC) for
linear time-invariant systems, which enables us to obtain robust and optimal control in a …

Quadratic regularization of data-enabled predictive control: Theory and application to power converter experiments

L Huang, J Zhen, J Lygeros, F Dörfler - IFAC-PapersOnLine, 2021 - Elsevier
Data-driven control that circumvents the process of system identification by providing optimal
control inputs directly from system data has attracted renewed attention in recent years. In …

Encrypted distributed lasso for sparse data predictive control

AB Alexandru, A Tsiamis… - 2021 60th IEEE …, 2021 - ieeexplore.ieee.org
The least squares problem with ℓ 1-regularized regressors, called Lasso, is a widely used
approach in optimization problems where sparsity of the regressors is desired. As …

Input–Output History Feedback Controller for Encrypted Control With Leveled Fully Homomorphic Encryption

K Teranishi, T Sadamoto… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Protecting the parameters, states, and input/output signals of a dynamic controller is
essential for securely outsourcing its computation to an untrusted third party. Although a fully …

Encrypted Dynamic Control Exploiting Limited Number of Multiplications and a Method Using RLWE-based Cryptosystem

J Lee, D Lee, J Kim, H Shim - IEEE Transactions on Systems …, 2024 - ieeexplore.ieee.org
In this article, we present a method to encrypt dynamic controllers that can be implemented
through most homomorphic encryption schemes, including somewhat, leveled fully, and fully …

Towards provably secure encrypted control using homomorphic encryption

K Teranishi, K Kogiso - … IEEE 61st Conference on Decision and …, 2022 - ieeexplore.ieee.org
Encrypted control is a promising method for the secure outsourcing of controller computation
to a public cloud. However, a feasible method for security proofs of control has not yet been …

Cryptographic Foundations for Control and Optimization: Making Cloud-Based and Networked Decisions on Encrypted Data

AB Alexandru - 2021 - search.proquest.com
Advances in communication technologies and computational power have determined a
technological shift in the data paradigm. The resulting architecture requires sensors to send …

暗号化制御系の閉ループデータに基づく制御器設計

永尾賢太, 川口夏樹, 佐藤孝雄 - システム制御情報学会論文誌, 2024 - jstage.jst.go.jp
抄録 This paper proposes a controller design methodology for an encrypted control system
that prevents data leakage. In previous model-based design studies, there was a risk of …