JOURNAL ARTICLE

Event-Triggered Tracking Control for Nonlinear Systems With Prescribed Performance

Ruihang JiShuzhi Sam GeKai ZhaoHaizhou Li

Year: 2024 Journal:   IEEE Transactions on Systems Man and Cybernetics Systems Vol: 54 (6)Pages: 3547-3557   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This article addresses the entry capture problem (ECP) of uncertain nonlinear systems under asymmetric performance constraints. We show that such ECP is commonly encountered in practice that has not been well addressed, whose tracking error is free from any performance constraints initially then is driven into the prescribed region in finite time. For better-transient performance, a unified tunnel prescribed performance (TPP) is developed to provide strict and tight allowable set. By utilizing a scaling function, together with an error scaling function (ESF), and a more general error-dependent transformation function (ETF), we propose an event-triggered tracking control strategy leading to a solution for the underlying ECP with various initial conditions and asymmetric performance constraints. This control strategy is of significant simplicity, stemming from that only 1-bit signal is needed for each data transmission between controller and actuator. We also show that the tracking error (including the initial-constraint violation) is regulated into the prescribed region in a given time globally. Finally, simulations are conducted to illustrate the above theoretical findings.

Keywords:
Tracking error Control theory (sociology) Transient (computer programming) Nonlinear system Controller (irrigation) Constraint (computer-aided design) Computer science Tracking (education) Scaling Transmission (telecommunications) Function (biology) Transformation (genetics) Actuator Set (abstract data type) Event (particle physics) Control (management) Mathematical optimization Mathematics Artificial intelligence

Metrics

22
Cited By
14.00
FWCI (Field Weighted Citation Impact)
52
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Adaptive Control of Nonlinear Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Adaptive Dynamic Programming Control
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
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