TY - GEN
T1 - Conversion of Controllers to have Integer State Matrix for Encrypted Control
T2 - 62nd IEEE Conference on Decision and Control, CDC 2023
AU - Lee, Joowon
AU - Lee, Donggil
AU - Lee, Seungbeom
AU - Kim, Junsoo
AU - Shim, Hyungbo
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - To implement an encrypted dynamic controller based on homomorphic encryption that operates for an infinite time horizon, it is essential for every component of the controller's state matrix to be an integer. In this paper, we tackle the challenge of converting a pre-designed controller into a new one with an integer state matrix, while preserving its control performance. This enables encrypted dynamic systems to be realized without re-encryption and approximation of control parameters. To achieve this, we allow the order of the controller to be increased so that the resulting closed-loop system becomes a non-minimal realization of the original closed-loop, without losing internal stability. Two approaches are proposed to design such controller with an integer state matrix. The first approach is to design the new controller as an estimator of the original closed-loop system, and the conditions on the estimator gain are derived. Our second approach is to formulate a problem of finding certain polynomials, whose solution leads to the design of the new controller. In a special case when the numerator of the plant transfer function is a constant, we provide a constructive method to obtain such solution.
AB - To implement an encrypted dynamic controller based on homomorphic encryption that operates for an infinite time horizon, it is essential for every component of the controller's state matrix to be an integer. In this paper, we tackle the challenge of converting a pre-designed controller into a new one with an integer state matrix, while preserving its control performance. This enables encrypted dynamic systems to be realized without re-encryption and approximation of control parameters. To achieve this, we allow the order of the controller to be increased so that the resulting closed-loop system becomes a non-minimal realization of the original closed-loop, without losing internal stability. Two approaches are proposed to design such controller with an integer state matrix. The first approach is to design the new controller as an estimator of the original closed-loop system, and the conditions on the estimator gain are derived. Our second approach is to formulate a problem of finding certain polynomials, whose solution leads to the design of the new controller. In a special case when the numerator of the plant transfer function is a constant, we provide a constructive method to obtain such solution.
UR - http://www.scopus.com/inward/record.url?scp=85184803410&partnerID=8YFLogxK
U2 - 10.1109/CDC49753.2023.10383200
DO - 10.1109/CDC49753.2023.10383200
M3 - Conference contribution
AN - SCOPUS:85184803410
T3 - Proceedings of the IEEE Conference on Decision and Control
SP - 5091
EP - 5096
BT - 2023 62nd IEEE Conference on Decision and Control, CDC 2023
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 13 December 2023 through 15 December 2023
ER -