Jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels
This paper investigates the finite horizon jointly optimal local and remote linear quadratic (LQ) control problem for a networked control system (NCS) with multiple subsystems. Each subsystem is governed by a general multiplicative noise stochastic system and is equipped with both a local controller...
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sg-ntu-dr.10356-1819622025-01-06T04:50:38Z Jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels Qi, Qingyuan Xie, Lihua Zhang, Huanshui Liang, Xiao School of Electrical and Electronic Engineering Engineering Asymmetric information control Multiple subsystems This paper investigates the finite horizon jointly optimal local and remote linear quadratic (LQ) control problem for a networked control system (NCS) with multiple subsystems. Each subsystem is governed by a general multiplicative noise stochastic system and is equipped with both a local controller and a remote controller. Due to the unreliable uplink channels, the remote controller can only access unreliable state information of all subsystems, while the downlink channels from the remote controller to the local controllers are perfect. The difficulties of the LQ control problem for such a system arise from the different information structures of the local controllers and the remote controller. By developing the Pontryagin maximum principle, the necessary and sufficient solvability conditions are derived, which are based on the solution to a group of forward and backward difference equations (G-FBSDEs). The G-FBSDEs, however, cannot be decoupled by existing techniques. By introducing a group of new auxiliary information filtration and utilizing the orthogonal decomposition method, the G-FBSDEs is thus derived, and the decoupling method is novel. Furthermore, based on the solution to new asymmetric coupled Riccati equations (CREs), the optimal control strategies are derived where we verify that the separation principle holds for the multiplicative noise NCSs with packet dropouts. Ministry of Education (MOE) This work was supported by Ministry of Education, Singapore, under AcRF TIER 1 Grant RG64/23, National Natural Science Foundation of China under grants 61903210, Natural Science Foundation of Heilongjiang Province under grant LH2023F021, and Shandong Province Youth Innovation Team Plan under grant 2023KJ083, Major Basic Research of Natural Science Foundation of Shandong Province under grant ZR2021ZD14. 2025-01-06T04:50:38Z 2025-01-06T04:50:38Z 2024 Journal Article Qi, Q., Xie, L., Zhang, H. & Liang, X. (2024). Jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels. IEEE Transactions On Automatic Control. https://dx.doi.org/10.1109/TAC.2024.3450248 0018-9286 https://hdl.handle.net/10356/181962 10.1109/TAC.2024.3450248 2-s2.0-85202770324 en RG64/23 IEEE Transactions on Automatic Control © 2024 IEEE. All rights reserved. |
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Engineering Asymmetric information control Multiple subsystems Qi, Qingyuan Xie, Lihua Zhang, Huanshui Liang, Xiao Jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels |
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This paper investigates the finite horizon jointly optimal local and remote linear quadratic (LQ) control problem for a networked control system (NCS) with multiple subsystems. Each subsystem is governed by a general multiplicative noise stochastic system and is equipped with both a local controller and a remote controller. Due to the unreliable uplink channels, the remote controller can only access unreliable state information of all subsystems, while the downlink channels from the remote controller to the local controllers are perfect. The difficulties of the LQ control problem for such a system arise from the different information structures of the local controllers and the remote controller. By developing the Pontryagin maximum principle, the necessary and sufficient solvability conditions are derived, which are based on the solution to a group of forward and backward difference equations (G-FBSDEs). The G-FBSDEs, however, cannot be decoupled by existing techniques. By introducing a group of new auxiliary information filtration and utilizing the orthogonal decomposition method, the G-FBSDEs is thus derived, and the decoupling method is novel. Furthermore, based on the solution to new asymmetric coupled Riccati equations (CREs), the optimal control strategies are derived where we verify that the separation principle holds for the multiplicative noise NCSs with packet dropouts. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Qi, Qingyuan Xie, Lihua Zhang, Huanshui Liang, Xiao |
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Article |
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Qi, Qingyuan Xie, Lihua Zhang, Huanshui Liang, Xiao |
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Qi, Qingyuan |
title |
Jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels |
title_short |
Jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels |
title_full |
Jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels |
title_fullStr |
Jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels |
title_full_unstemmed |
Jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels |
title_sort |
jointly optimal local and remote controls for networked multiple systems with multiplicative noises and unreliable uplink channels |
publishDate |
2025 |
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https://hdl.handle.net/10356/181962 |
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1821237109184266240 |