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Open Access

Adaptive fixed-time fuzzy fault-tolerant cooperative spiral-diving guidance law with initial state-independent prescribed performance

Tianyi WUa,bZheng WANGa,b,c,d( )Caisheng WEIeXin NINGf,gZhansheng CHENh
Unmanned System Research Institute, Northwestern Polytechnical University, Xi’an 710072, China
National Key Laboratory of Unmanned Aerial Vehicle Technology, Northwestern Polytechnical University, Xi’an 710072, China
Integrated Research and Development Platform of Unmanned Aerial Vehicle Technology, Northwestern Polytechnical University, Xi’an 710072, China
Northwest Institute of Mechanical and Electrical Engineering, Xianyang 712099, China
School of Automation, Central South University, Changsha 410083, China
School of Astronautics, Northwestern Polytechnical University, Xi’an 710072, China
National Key Laboratory of Aerospace Flight Dynamics, Northwestern Polytechnical University, Xi’an 710072, China
Shanghai Institute of Satellite Engineering, Shanghai Academy of Spaceflight Technology, Shanghai 201109, China

Peer review under responsibility of Editorial Committee of CJA.

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Abstract

This paper proposes a novel performance guaranteed fixed-time fuzzy adaptive fault-tolerant cooperative spiral-diving guidance law for a group of flight vehicles subject to system internal uncertainties, actuator faults, and external disturbances simultaneously. Firstly, based on the analysis of the spiral-diving terminal guidance process, a novel set of guidance dynamic equations, which is different from the traditional line-of-sight angle equations but suitable for the design of a cooperative spiral guidance law, is established. Thereafter, by designing a novel Initial State-Independent Fixed-Time Prescribed Performance Function (ISIFTPPF), the time-to-go free virtual guidance law that can ensure prescribed performance in spite of any initial condition is developed to generate spiral maneuvers. Subsequently, the fixed-time adaptive guidance law based on the auxiliary subsystem is designed, ensuring that actuator saturation constraints can be satisfied and the unknown disturbances as well as actuator faults can be effectively handled. It should be noted that the proposed method is a low-complexity hierarchical spiral guidance scheme that can remarkably reduce the consumption of computational resources. Theoretical analysis illustrates that the closed-loop system is practically fixed-time stable, and the tracking errors will converge within the pre-given boundaries. Finally, the effectiveness, superiority, and practical application potential of the proposed cooperative guidance method are demonstrated by several numerical simulations.

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Chinese Journal of Aeronautics

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Cite this article:
WU T, WANG Z, WEI C, et al. Adaptive fixed-time fuzzy fault-tolerant cooperative spiral-diving guidance law with initial state-independent prescribed performance. Chinese Journal of Aeronautics, 2026, 39(5). https://doi.org/10.1016/j.cja.2025.103975

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Received: 24 February 2025
Revised: 24 March 2025
Accepted: 20 August 2025
Published: 26 November 2025
© 2025 Chinese Society of Aeronautics and Astronautics.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).