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Article

Dynamic Event-Triggered Control for Unmanned Aerial Vehicle Swarm Adaptive Target Enclosing Mission

School of Information and Control Engineering, Qingdao University of Technology, Qingdao 266520, China
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Author to whom correspondence should be addressed.
Sensors 2026, 26(2), 655; https://doi.org/10.3390/s26020655 (registering DOI)
Submission received: 13 December 2025 / Revised: 16 January 2026 / Accepted: 16 January 2026 / Published: 18 January 2026
(This article belongs to the Special Issue Dynamics and Control System Design for Robotics)

Abstract

Multi-UAV (unmanned aerial vehicle) target enclosing control is one of the key technologies for achieving cooperative tasks. It faces limitations in communication resources and task framework separation. To address this, a distributed cooperative control strategy is proposed based on dynamic time-varying formation description and event-triggering mechanism. Firstly, a formation description method based on a geometric transformation parameter set is established to uniformly describe the translation, rotation, and scaling movements of the formation, providing a foundation for time-varying formation control. Secondly, a cooperative architecture for adaptive target enclosing tasks is designed. This architecture achieves an organic combination of formation control and target enclosing in a unified framework, thereby meeting flexible transitions between multiple formation patterns such as equidistant surrounding and variable-distance enclosing. Thirdly, a distributed dynamic event-triggered cooperative enclosing controller is developed. This strategy achieves online adjustment of communication thresholds through internal dynamic variables, significantly reducing communication while strictly ensuring system performance. By constructing a Lyapunov function, the stability and Zeno free behavior of the closed-loop system are proven. The simulation results verify this strategy, showing that this strategy can significantly reduce communication frequency while ensuring enclosing accuracy and formation consistency and effectively adapt to uniform and maneuvering target scenarios.
Keywords: UAV formation control; target enclosing control; event-triggered control; formation transformation UAV formation control; target enclosing control; event-triggered control; formation transformation

Share and Cite

MDPI and ACS Style

Zhang, W.; Xu, X. Dynamic Event-Triggered Control for Unmanned Aerial Vehicle Swarm Adaptive Target Enclosing Mission. Sensors 2026, 26, 655. https://doi.org/10.3390/s26020655

AMA Style

Zhang W, Xu X. Dynamic Event-Triggered Control for Unmanned Aerial Vehicle Swarm Adaptive Target Enclosing Mission. Sensors. 2026; 26(2):655. https://doi.org/10.3390/s26020655

Chicago/Turabian Style

Zhang, Wanjing, and Xinli Xu. 2026. "Dynamic Event-Triggered Control for Unmanned Aerial Vehicle Swarm Adaptive Target Enclosing Mission" Sensors 26, no. 2: 655. https://doi.org/10.3390/s26020655

APA Style

Zhang, W., & Xu, X. (2026). Dynamic Event-Triggered Control for Unmanned Aerial Vehicle Swarm Adaptive Target Enclosing Mission. Sensors, 26(2), 655. https://doi.org/10.3390/s26020655

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