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Adaptive Fault-Tolerant Cooperative Control for Fixed-Wing Multi-UAVs with Full State Constraints and Disturbance

  • Haonan Zhu
  • , Shuai Zheng
  • , Xinwei Chen
  • , Liang Han*
  • , Zhang Ren
  • *Corresponding author for this work
  • Beihang University
  • CSSC

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper addresses the challenging problem of cooperative fault-tolerant formation tracking for multi-UAV systems subject to actuator faults, critical state constraints, and lumped uncertainties. Utilizing a backstepping framework, the strategy employs Radial Basis Function neural networks(RBFNNs) for online approximation of uncertainties and uses Universal Barrier Lyapunov Functions(UBLF) to enforce full-state constraints, ensuring operation within physical limits. Theoretical analysis shows that the closed-loop signals are Semi-Globally Uniformly Ultimately Bounded(SGUUB). Simulation results validate that the proposed controller achieves high-precision formation tracking while respecting all critical safety constraints, even in the presence of severe actuator faults.

Original languageEnglish
Title of host publicationProceedings of 2025 9th Chinese Conference on Swarm Intelligence and Cooperative Control - Swarm Optimization Technologies
EditorsYongzhao Hua, Yishi Liu, Rui Yan
PublisherSpringer Science and Business Media Deutschland GmbH
Pages437-448
Number of pages12
ISBN (Print)9789819583287
DOIs
StatePublished - 2026
Event9th Chinese Conference on Swarm Intelligence and Cooperative Control, CCSICC 2025 - Shanghai, China
Duration: 31 Oct 2025 → 3 Nov 2025

Publication series

NameLecture Notes in Electrical Engineering
Volume1606 LNEE
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference9th Chinese Conference on Swarm Intelligence and Cooperative Control, CCSICC 2025
Country/TerritoryChina
CityShanghai
Period31/10/25 → 3/11/25

Keywords

  • Actuator fault
  • External disturbance
  • Fault-tolerant cooperative control
  • Multi-UAV
  • Universal barrier Lyapunov function

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