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Article

Dynamic Event-Triggered Nonsingular Distributed Guidance for Multiple UAV Cooperative Salvo Attack with Impact-Time and Angle Constraints

1
Air Defense and Anti-Missile College, Air Force Engineering University, Xi’an 710051, China
2
School of Missile Engineering, Rocket Force University of Engineering, Xi’an 710025, China
*
Author to whom correspondence should be addressed.
Drones 2026, 10(5), 384; https://doi.org/10.3390/drones10050384
Submission received: 23 March 2026 / Revised: 14 May 2026 / Accepted: 15 May 2026 / Published: 18 May 2026

Abstract

Modern UAV swarm operations face strict onboard bandwidth and autonomy constraints, making simultaneous multi-target interception under limited communication a critical unsolved challenge. This paper addresses three-dimensional cooperative interception of maneuvering targets by multiple unmanned aerial vehicles (UAVs) at prescribed line-of-sight (LOS) angles under limited communication resources. In the LOS direction, a fixed-time consensus-based guidance law is designed with remaining flight time as the coordination variable, synchronizing each UAV’s impact time to a freely specified desired value with bounded gains throughout the engagement. Unlike most existing fixed-time cooperative guidance works, the consensus convergence time is rigorously proven to be strictly less than the maximum initial predicted flight time, guaranteeing impact-time agreement is reached before any UAV intercepts the target—a necessary condition for genuine simultaneous salvo attack. A dynamic event-triggered (DET) mechanism is incorporated to reduce inter-UAV communication frequency by adaptively updating the triggering threshold according to consensus state evolution. In the LOS normal directions, a piecewise nonsingular terminal sliding-mode law ensures fixed-time convergence of the LOS angle and its rate to desired values under impact-angle constraints. Fixed-time stability and Zeno-behavior exclusion are rigorously established via Lyapunov analysis. Comparative simulations against existing methods demonstrate clear advantages in impact-time accuracy, guidance smoothness, and communication efficiency.
Keywords: UAV swarm; cooperative guidance; dynamic event-triggered mechanism; fixed-time stability; salvo attack UAV swarm; cooperative guidance; dynamic event-triggered mechanism; fixed-time stability; salvo attack

Share and Cite

MDPI and ACS Style

Yang, F.; Ye, J.; You, H.; Shao, L.; Zhang, L. Dynamic Event-Triggered Nonsingular Distributed Guidance for Multiple UAV Cooperative Salvo Attack with Impact-Time and Angle Constraints. Drones 2026, 10, 384. https://doi.org/10.3390/drones10050384

AMA Style

Yang F, Ye J, You H, Shao L, Zhang L. Dynamic Event-Triggered Nonsingular Distributed Guidance for Multiple UAV Cooperative Salvo Attack with Impact-Time and Angle Constraints. Drones. 2026; 10(5):384. https://doi.org/10.3390/drones10050384

Chicago/Turabian Style

Yang, Fuqi, Jikun Ye, Hao You, Lei Shao, and Lei Zhang. 2026. "Dynamic Event-Triggered Nonsingular Distributed Guidance for Multiple UAV Cooperative Salvo Attack with Impact-Time and Angle Constraints" Drones 10, no. 5: 384. https://doi.org/10.3390/drones10050384

APA Style

Yang, F., Ye, J., You, H., Shao, L., & Zhang, L. (2026). Dynamic Event-Triggered Nonsingular Distributed Guidance for Multiple UAV Cooperative Salvo Attack with Impact-Time and Angle Constraints. Drones, 10(5), 384. https://doi.org/10.3390/drones10050384

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