Iterative learning control for UAVs formation based on point-to-point trajectory update tracking

Xingjian Fu and Jianshuai Peng

Mathematics and Computers in Simulation (MATCOM), 2023, vol. 209, issue C, 1-15

Abstract: For the problem of trajectory tracking in UAVs formation system, an adaptive iterative learning control strategy based on point-to-point trajectory update tracking is proposed. The nonlinear discrete system after iterative dynamic linearization approximation is combined with the UAVs formation system, and the time-varying parameters are introduced for trajectory tracking. According to the iterative linear dynamic condition and the global Lipschitz condition, the system tracking error is analyzed under the iterative learning control based on point-to-point trajectory tracking. The proposed control method not only uses the freedom degree of the tracking points to analyze the convergence and robustness for the UAVs formation, but also introduces error prediction to improve the anti-disturbance ability for the system. Finally, the simulation study for the UAV formation system is carried out to verify the effectiveness of the proposed method.

Keywords: UAVs formation; Iterative learning control; Point-to-point tracking; Iterative dynamic linearization (search for similar items in EconPapers)
Date: 2023
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1)

Downloads: (external link)
http://www.sciencedirect.com/science/article/pii/S0378475423000526
Full text for ScienceDirect subscribers only

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:eee:matcom:v:209:y:2023:i:c:p:1-15

DOI: 10.1016/j.matcom.2023.01.038

Access Statistics for this article

Mathematics and Computers in Simulation (MATCOM) is currently edited by Robert Beauwens

More articles in Mathematics and Computers in Simulation (MATCOM) from Elsevier
Bibliographic data for series maintained by Catherine Liu ().