Global Regulation of Feedforward Nonlinear Systems : A Logic-Based Switching Gain Approach
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
---|---|
Pages (from-to) | 7343-7353 |
Journal / Publication | IEEE Transactions on Cybernetics |
Volume | 54 |
Issue number | 12 |
Online published | 15 Oct 2024 |
Publication status | Published - Dec 2024 |
Link(s)
Abstract
In this article, we investigate the global regulation problem for a class of feedforward nonlinear systems. Notably, the systems under consideration allow unknown input-output-dependent nonlinear growth rates, which has not been considered in existing works. A novel logic-based switching (LBS) gain approach is proposed to counteract the system uncertainties and nonlinearities. The key idea of the proposed approach is that whenever the Lyapunov function does not decrease as desired, the switching mechanism is activated so that a new gain is adopted. Furthermore, a tanh-type speed-regulation function is embedded into the switching mechanism for the first time to improve the convergence speed and transient performance. Then, a switching adaptive output feedback (SAOF) controller, which is of concise form and low complexity, is proposed based on the developed switching mechanism. It is shown that the objective of global regulation is achieved with faster convergence speed and better transient performance under the proposed controller. Moreover, it is also shown that the proposed control approach can be extended with the enhanced switching mechanism to deal with feedforward nonlinear systems with external disturbances. Finally, numerical examples are presented to demonstrate the effectiveness and advantages of our approach in comparison with the existing approaches.
© 2024 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.
© 2024 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.
Research Area(s)
- Feedforward nonlinear systems, global regulation, logic-based switching (LBS) gain, output feedback
Citation Format(s)
Global Regulation of Feedforward Nonlinear Systems: A Logic-Based Switching Gain Approach. / Fan, Debao; Zhang, Xianfu; Feng, Gang et al.
In: IEEE Transactions on Cybernetics, Vol. 54, No. 12, 12.2024, p. 7343-7353.
In: IEEE Transactions on Cybernetics, Vol. 54, No. 12, 12.2024, p. 7343-7353.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review