Intermittent Event-Triggered Optimal Control for Second-Order Delayed Multiagent Systems With Input Constraints
- 22 January 2024
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Systems, Man, and Cybernetics: Systems
- Vol. 54 (5) , 2698-2710
Abstract
In this article, the optimal leader-following consensus of nonlinear second-order delayed multiagent systems with input constraints is addressed. To begin with, a novel intermittent event-triggered (IET) control protocol is proposed, and a novel time-delay piecewise differential inequality is established to effectively integrate state delay, intermittent control, and event-triggered strategy. Then, by the proposed control protocol and inequality, two criteria for the consensus of the second-order delayed multiagent systems and its optimality under input saturation are derived successively. Furthermore, a constrained-input policy iteration algorithm and a critic-only online reinforcement learning algorithm are devised for designing IET optimal control and approximate IET optimal controller, respectively. Finally, two numerical examples are created to verify the efficacy of the basic research.Keywords
Funding Information
- National Science Foundation of China (61773152, 62073275)
- Fundamental Research Funds for the Central Universities (B230205016)
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