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Decentralized H_2 Control for Discrete-Time Networked Systems with Positivity Constraint
Liu, Jason J. R.1; Kwok, Ka-Wai2; Lam, James2
2024-08
Source PublicationIEEE Transactions on Neural Networks and Learning Systems
ISSN2162-237X
Volume35Issue:8Pages:11613-11619
Abstract

In this brief, we study the decentralized H2 state-feedback control problem for networked discrete-time systems with positivity constraint. This problem (for a single positive system), raised recently in the area of positive systems theory, is known to be challenging due to its inherent nonconvexity. In contrast to most works, which only provide sufficient synthesis conditions for a single positive system, we study this problem within a primal–dual scheme, in which necessary and sufficient synthesis conditions are proposed for networked positive systems. Based on the equivalent conditions, we develop a primal–dual iterative algorithm for solution, which helps prevent from converging to a local minimum. In the simulation, two illustrative examples are employed for verification of our proposed results.

KeywordDiscrete-time Systems H-2 State-feedback Control Networked Systems Positive Systems
DOI10.1109/TNNLS.2023.3248682
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS IDWOS:000954059300001
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141
Scopus IDs2.0-85201029396
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Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTROMECHANICAL ENGINEERING
Corresponding AuthorKwok, Ka-Wai
Affiliation1.Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Macau, Macau
2.Department of Mechanical Engineering, The University of Hong Kong, Hong Kong, Hong Kong
First Author AffilicationFaculty of Science and Technology
Recommended Citation
GB/T 7714
Liu, Jason J. R.,Kwok, Ka-Wai,Lam, James. Decentralized H_2 Control for Discrete-Time Networked Systems with Positivity Constraint[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(8), 11613-11619.
APA Liu, Jason J. R.., Kwok, Ka-Wai., & Lam, James (2024). Decentralized H_2 Control for Discrete-Time Networked Systems with Positivity Constraint. IEEE Transactions on Neural Networks and Learning Systems, 35(8), 11613-11619.
MLA Liu, Jason J. R.,et al."Decentralized H_2 Control for Discrete-Time Networked Systems with Positivity Constraint".IEEE Transactions on Neural Networks and Learning Systems 35.8(2024):11613-11619.
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