Formation fault-tolerant control for multiple UAVs with external disturbances

Purpose The purpose of this paper is to construct an event-triggered finite-time fault-tolerant formation tracking controller, which can achieve a time-varying formation control for multiple unmanned aerial vehicles (UAVs) during actuator failures and external perturbations. Design/methodology/appro...

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Published inAircraft engineering Vol. 96; no. 3; pp. 403 - 416
Main Authors Ma, Ziyuan, Gong, Huajun, Wang, Xinhua
Format Journal Article
LanguageEnglish
Published Bradford Emerald Publishing Limited 16.04.2024
Emerald Group Publishing Limited
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ISSN1748-8842
1758-4213
1748-8842
DOI10.1108/AEAT-05-2023-0148

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Abstract Purpose The purpose of this paper is to construct an event-triggered finite-time fault-tolerant formation tracking controller, which can achieve a time-varying formation control for multiple unmanned aerial vehicles (UAVs) during actuator failures and external perturbations. Design/methodology/approach First, this study developed the formation tracking protocol for each follower using UAV formation members, defining the tracking inaccuracy of the UAV followers’ location. Subsequently, this study designed the multilayer event-triggered controller based on the backstepping method framework within finite time. Then, considering the actuator failures, and added self-adaptive thought for fault-tolerant control within finite time, the event-triggered closed-loop system is subsequently shown to be a finite-time stable system. Furthermore, the Zeno behavior is analyzed to prevent infinite triggering instances within a finite time. Finally, simulations are conducted with external disturbances and actuator failure conditions to demonstrate formation tracking controller performance. Findings It achieves improved performance in the presence of external disturbances and system failures. Combining limited-time adaptive control and event triggering improves system stability, increase robustness to disturbances and calculation efficiency. In addition, the designed formation tracking controller can effectively control the time-varying formation of the leader and followers to complete the task, and by adding a fixed-time observer, it can effectively compensate for external disturbances and improve formation control accuracy. Originality/value A formation-following controller is designed, which can handle both external disturbances and internal actuator failures during formation flight, and the proposed method can be applied to a variety of formation control scenarios and does not rely on a specific type of UAV or communication network.
AbstractList Purpose The purpose of this paper is to construct an event-triggered finite-time fault-tolerant formation tracking controller, which can achieve a time-varying formation control for multiple unmanned aerial vehicles (UAVs) during actuator failures and external perturbations. Design/methodology/approach First, this study developed the formation tracking protocol for each follower using UAV formation members, defining the tracking inaccuracy of the UAV followers’ location. Subsequently, this study designed the multilayer event-triggered controller based on the backstepping method framework within finite time. Then, considering the actuator failures, and added self-adaptive thought for fault-tolerant control within finite time, the event-triggered closed-loop system is subsequently shown to be a finite-time stable system. Furthermore, the Zeno behavior is analyzed to prevent infinite triggering instances within a finite time. Finally, simulations are conducted with external disturbances and actuator failure conditions to demonstrate formation tracking controller performance. Findings It achieves improved performance in the presence of external disturbances and system failures. Combining limited-time adaptive control and event triggering improves system stability, increase robustness to disturbances and calculation efficiency. In addition, the designed formation tracking controller can effectively control the time-varying formation of the leader and followers to complete the task, and by adding a fixed-time observer, it can effectively compensate for external disturbances and improve formation control accuracy. Originality/value A formation-following controller is designed, which can handle both external disturbances and internal actuator failures during formation flight, and the proposed method can be applied to a variety of formation control scenarios and does not rely on a specific type of UAV or communication network.
PurposeThe purpose of this paper is to construct an event-triggered finite-time fault-tolerant formation tracking controller, which can achieve a time-varying formation control for multiple unmanned aerial vehicles (UAVs) during actuator failures and external perturbations.Design/methodology/approachFirst, this study developed the formation tracking protocol for each follower using UAV formation members, defining the tracking inaccuracy of the UAV followers’ location. Subsequently, this study designed the multilayer event-triggered controller based on the backstepping method framework within finite time. Then, considering the actuator failures, and added self-adaptive thought for fault-tolerant control within finite time, the event-triggered closed-loop system is subsequently shown to be a finite-time stable system. Furthermore, the Zeno behavior is analyzed to prevent infinite triggering instances within a finite time. Finally, simulations are conducted with external disturbances and actuator failure conditions to demonstrate formation tracking controller performance.FindingsIt achieves improved performance in the presence of external disturbances and system failures. Combining limited-time adaptive control and event triggering improves system stability, increase robustness to disturbances and calculation efficiency. In addition, the designed formation tracking controller can effectively control the time-varying formation of the leader and followers to complete the task, and by adding a fixed-time observer, it can effectively compensate for external disturbances and improve formation control accuracy.Originality/valueA formation-following controller is designed, which can handle both external disturbances and internal actuator failures during formation flight, and the proposed method can be applied to a variety of formation control scenarios and does not rely on a specific type of UAV or communication network.
Author Ma, Ziyuan
Gong, Huajun
Wang, Xinhua
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Cites_doi 10.1016/j.ast.2017.05.040
10.1109/37.887447
10.1109/TNNLS.2021.3084317
10.1002/rnc.3474
10.1016/j.ast.2017.06.005
10.1007/s10846-015-0318-8
10.2514/1.G000220
10.1109/ICRA.2016.7487257
10.1109/TCNS.2017.2687818
10.1016/j.ins.2020.05.008
10.1016/j.ast.2021.107252
10.1109/CCDC.2019.8833130
10.1016/j.ast.2015.08.006
10.1016/j.ins.2018.04.055
10.1007/s12555-019-0833-7
10.1109/ITSC.2015.391
10.1016/j.ymssp.2018.11.001
10.1016/j.automatica.2014.10.092
10.1109/CCDC.2019.8833433
10.1109/TCST.2013.2259168
10.1109/TNNLS.2018.2817880
10.2514/6.2020-0878
10.1109/TCYB.2018.2875559
10.23919/ChiCC.2017.8028347
10.1016/j.ast.2019.105526
10.1177/1729881417693965
10.1016/j.automatica.2018.11.004
10.1109/TAC.2007.904277
10.1002/rob.21637
10.1016/j.automatica.2019.03.009
10.1109/TSMC.2018.2850701
10.1109/TCYB.2015.2514119
10.1007/s11071-016-3245-8
10.1109/ICCAS.2015.7364911
10.1016/j.isatra.2017.06.008
10.1016/j.cja.2021.10.012
10.2514/2.4735
10.1109/TFUZZ.2020.2985638
10.1109/TCST.2006.880203
10.1109/TCYB.2019.2956316
10.1016/j.conengprac.2007.01.004
10.2514/6.1998-4343
10.1007/s11431-013-5199-0
10.1016/j.ast.2021.106549
10.3390/rs11121443
10.1109/TCSI.2022.3151464
10.1109/TIE.2016.2593656
10.1016/j.jfranklin.2020.07.023
10.1109/TAES.2011.5937283
10.1109/CCDC.2016.7531409
10.1016/j.ast.2018.01.028
10.1016/j.ast.2017.05.022
10.1016/j.ast.2016.04.018
10.1007/s11432-017-9309-3
10.1016/j.sysconle.2016.08.001
10.1631/FITEE.1600004
10.1016/j.jfranklin.2017.11.020
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Issue 3
Keywords Time-varying formation tracking
Finite time stability
Event-triggered control
Fault-tolerant control
External disturbances
Multiple UAVs
Language English
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References (key2024041306192499800_ref006) 2016; 84
(key2024041306192499800_ref019) 2017; 68
(key2024041306192499800_ref034) 2007; 52
(key2024041306192499800_ref021) 2022; 120
(key2024041306192499800_ref033) 2018; 5
(key2024041306192499800_ref012) 2016
(key2024041306192499800_ref044) 2021; 29
(key2024041306192499800_ref037) 2017; 5
(key2024041306192499800_ref017) 2016; 47
(key2024041306192499800_ref054) 2011; 47
(key2024041306192499800_ref015) 2000; 20
(key2024041306192499800_ref018) 2017; 68
(key2024041306192499800_ref023) 2019
(key2024041306192499800_ref042) 2016; 33
(key2024041306192499800_ref007) 2016
(key2024041306192499800_ref026) 2019; 105
(key2024041306192499800_ref013) 2017; 71
(key2024041306192499800_ref014) 2020; 536
(key2024041306192499800_ref009) 2016; 96
(key2024041306192499800_ref025) 2020; 96
(key2024041306192499800_ref020) 2020; 357
(key2024041306192499800_ref041) 2019; 120
(key2024041306192499800_ref047) 2021; 19
(key2024041306192499800_ref024) 2015
(key2024041306192499800_ref004) 2015; 38
(key2024041306192499800_ref043) 2016; 54
(key2024041306192499800_ref049) 2019; 51
(key2024041306192499800_ref022) 2020; 50
(key2024041306192499800_ref010) 2016; 64
(key2024041306192499800_ref057) 2017
(key2024041306192499800_ref031) 2019
(key2024041306192499800_ref032) 2017; 69
(key2024041306192499800_ref035) 2022; 35
(key2024041306192499800_ref036) 2016; 26
(key2024041306192499800_ref029) 2019; 356
(key2024041306192499800_ref008) 2015; 46
(key2024041306192499800_ref003) 1998
(key2024041306192499800_ref001) 2018; 50
(key2024041306192499800_ref002) 2020
(key2024041306192499800_ref028) 2018; 457/458
(key2024041306192499800_ref038) 2021; 111
(key2024041306192499800_ref051) 2018; 29
(key2024041306192499800_ref052) 2018; 77
(key2024041306192499800_ref055) 2015; 51
(key2024041306192499800_ref005) 2007; 15
(key2024041306192499800_ref058) 2018; 61
(key2024041306192499800_ref046) 2013; 22
(key2024041306192499800_ref050) 2022; 69
(key2024041306192499800_ref053) 2015
(key2024041306192499800_ref056) 2022; 33
(key2024041306192499800_ref027) 2001; 24
(key2024041306192499800_ref040) 2019; 100
(key2024041306192499800_ref011) 2013; 56
(key2024041306192499800_ref030) 2017; 88
(key2024041306192499800_ref016) 2006; 14
(key2024041306192499800_ref039) 2017; 14
(key2024041306192499800_ref045) 2017; 18
(key2024041306192499800_ref048) 2019; 11
References_xml – volume: 68
  start-page: 465
  year: 2017
  ident: key2024041306192499800_ref019
  article-title: Local and asymmetrical potential field approach to leader tracking problem in rigid formations of fixed-wing UAVs
  publication-title: Aerospace Science and Technology
  doi: 10.1016/j.ast.2017.05.040
– volume: 20
  start-page: 34
  year: 2000
  ident: key2024041306192499800_ref015
  article-title: Autonomous formation flight
  publication-title: IEEE Control Systems Magazine
  doi: 10.1109/37.887447
– volume: 33
  start-page: 7161
  issue: 12
  year: 2022
  ident: key2024041306192499800_ref056
  article-title: Observer-based output feedback event-triggered adaptive control for linear multiagent systems under switching topologies
  publication-title: IEEE Transactions on Neural Networks and Learning Systems
  doi: 10.1109/TNNLS.2021.3084317
– volume: 26
  start-page: 2767
  issue: 13
  year: 2016
  ident: key2024041306192499800_ref036
  article-title: Distributed reliable h∞ consensus control for a class of multi-agent systems under switching networks: a topology-based average dwell time approach
  publication-title: International Journal of Robust and Nonlinear Control
  doi: 10.1002/rnc.3474
– volume: 69
  start-page: 27
  year: 2017
  ident: key2024041306192499800_ref032
  article-title: Adaptive fault tolerant attitude tracking control for miniature rotorcrafts under actuator saturation
  publication-title: Aerospace Science and Technology
  doi: 10.1016/j.ast.2017.06.005
– volume: 84
  start-page: 415
  issue: 1/4
  year: 2016
  ident: key2024041306192499800_ref006
  article-title: Real-time autonomous UAV formation flight with collision and obstacle avoidance in unknown environment
  publication-title: Journal of Intelligent & Robotic Systems
  doi: 10.1007/s10846-015-0318-8
– volume: 38
  start-page: 1083
  issue: 6
  year: 2015
  ident: key2024041306192499800_ref004
  article-title: Autonomous formation flight control system using in-flight sweet-spot estimation
  publication-title: Journal of Guidance, Control, and Dynamics
  doi: 10.2514/1.G000220
– start-page: 1255
  volume-title: Proceedings of the 2016 IEEE International Conference on Robotics and Automation
  year: 2016
  ident: key2024041306192499800_ref007
  article-title: Live-fly, large-scale field experimentation for large numbers of fixed-wing UAVs
  doi: 10.1109/ICRA.2016.7487257
– volume: 5
  start-page: 1120
  issue: 3
  year: 2017
  ident: key2024041306192499800_ref037
  article-title: Adaptive reliable coordination control for linear agent networks with intermittent communication constraints
  publication-title: IEEE Transactions on Control of Network Systems
  doi: 10.1109/TCNS.2017.2687818
– volume: 536
  start-page: 1
  year: 2020
  ident: key2024041306192499800_ref014
  article-title: Event-triggered finite-time adaptive neural control for nonlinear non-strict-feedback time-delay systems with disturbances
  publication-title: Information Sciences
  doi: 10.1016/j.ins.2020.05.008
– volume: 120
  start-page: 107252
  year: 2022
  ident: key2024041306192499800_ref021
  article-title: Adaptive distributed finite-time formation control for multi-UAVs under input saturation without collisions
  publication-title: Aerospace Science and Technology
  doi: 10.1016/j.ast.2021.107252
– start-page: 5409
  volume-title: Proceedings of the 2019 Chinese Control and Decision Conference
  year: 2019
  ident: key2024041306192499800_ref031
  article-title: Actuator fault tolerant controlling using adaptive radical basis function neural network SMC for quadrotor UAV
  doi: 10.1109/CCDC.2019.8833130
– volume: 46
  start-page: 386
  year: 2015
  ident: key2024041306192499800_ref008
  article-title: Potential field based receding horizon motion planning for centrality-aware multiple UAV cooperative surveillance
  publication-title: Aerospace Science and Technology
  doi: 10.1016/j.ast.2015.08.006
– volume: 457/458
  start-page: 113
  year: 2018
  ident: key2024041306192499800_ref028
  article-title: A survey on recent advances in event-triggered communication and control
  publication-title: Information Sciences
  doi: 10.1016/j.ins.2018.04.055
– volume: 19
  start-page: 1760
  issue: 5
  year: 2021
  ident: key2024041306192499800_ref047
  article-title: Event-triggered finite-time formation control for multiple unmanned aerial vehicles with input saturation
  publication-title: International Journal of Control, Automation and Systems
  doi: 10.1007/s12555-019-0833-7
– start-page: 2424
  volume-title: Proceedings of the 18th International Conference on Intelligent Transportation Systems
  year: 2015
  ident: key2024041306192499800_ref024
  article-title: A flexible leader-follower formation tracking control design for nonholonomic tracked mobile robots with low-level velocities control systems
  doi: 10.1109/ITSC.2015.391
– volume: 120
  start-page: 727
  year: 2019
  ident: key2024041306192499800_ref041
  article-title: Disturbance observer-based adaptive fault-tolerant control for a quadrotor helicopter subject to parametric uncertainties and external disturbances
  publication-title: Mechanical Systems and Signal Processing
  doi: 10.1016/j.ymssp.2018.11.001
– volume: 51
  start-page: 55
  year: 2015
  ident: key2024041306192499800_ref055
  article-title: Event-based h∞ filtering for sampled-data systems
  publication-title: Automatica
  doi: 10.1016/j.automatica.2014.10.092
– start-page: 581
  volume-title: Proceedings of the 2019 Chinese Control and Decision Conference
  year: 2019
  ident: key2024041306192499800_ref023
  article-title: Robust optimization in formation reconfiguration problem for multi-UAV
  doi: 10.1109/CCDC.2019.8833433
– volume: 22
  start-page: 706
  issue: 2
  year: 2013
  ident: key2024041306192499800_ref046
  article-title: Stability analysis and implementation of a decentralized formation control strategy for unmanned vehicles
  publication-title: IEEE Transactions on Control Systems Technology
  doi: 10.1109/TCST.2013.2259168
– volume: 29
  start-page: 6015
  issue: 12
  year: 2018
  ident: key2024041306192499800_ref051
  article-title: Practical time-varying formation tracking for second-order nonlinear multiagent systems with multiple leaders using adaptive neural networks
  publication-title: IEEE Transactions on Neural Networks and Learning Systems
  doi: 10.1109/TNNLS.2018.2817880
– start-page: 6
  volume-title: AIAA Scitech 2020 Forum
  year: 2020
  ident: key2024041306192499800_ref002
  article-title: Relative dynamics modeling and three-dimensional formation control for leader-follower UAVs in the presence of wind
  doi: 10.2514/6.2020-0878
– volume: 50
  start-page: 1362
  issue: 4
  year: 2020
  ident: key2024041306192499800_ref022
  article-title: Robust formation control for multiple quadrotors with nonlinearities and disturbances
  publication-title: IEEE Transactions on Cybernetics
  doi: 10.1109/TCYB.2018.2875559
– start-page: 6219
  volume-title: Proceedings of the 36th Chinese Control Conference (CCC)
  year: 2017
  ident: key2024041306192499800_ref057
  article-title: UAV formation control with obstacle avoidance using improved artificial potential fields
  doi: 10.23919/ChiCC.2017.8028347
– volume: 96
  start-page: 105526
  year: 2020
  ident: key2024041306192499800_ref025
  article-title: Backstepping and dynamic inversion combined controller for auto-landing of fixed wing UAVs
  publication-title: Aerospace Science and Technology
  doi: 10.1016/j.ast.2019.105526
– volume: 14
  issue: 2
  year: 2017
  ident: key2024041306192499800_ref039
  article-title: Fault-tolerant communication topology management based on minimum cost arborescence for leader–follower UAV formation under communication faults
  publication-title: International Journal of Advanced Robotic Systems
  doi: 10.1177/1729881417693965
– volume: 5
  start-page: 57
  year: 2018
  ident: key2024041306192499800_ref033
  article-title: Vision-based UAV formation control
  publication-title: Journal of Unmanned System Technology
– volume: 100
  start-page: 82
  year: 2019
  ident: key2024041306192499800_ref040
  article-title: Cooperative moving path following for multiple fixed-wing unmanned aerial vehicles with speed constraints
  publication-title: Automatica
  doi: 10.1016/j.automatica.2018.11.004
– volume: 52
  start-page: 1680
  issue: 9
  year: 2007
  ident: key2024041306192499800_ref034
  article-title: Event-triggered real-time scheduling of stabilizing control tasks
  publication-title: IEEE Transactions on Automatic Control
  doi: 10.1109/TAC.2007.904277
– volume: 33
  start-page: 661
  issue: 5
  year: 2016
  ident: key2024041306192499800_ref042
  article-title: Vision-aided guidance and navigation for close formation flight
  publication-title: Journal of Field Robotics
  doi: 10.1002/rob.21637
– volume: 105
  start-page: 1
  year: 2019
  ident: key2024041306192499800_ref026
  article-title: Event-triggered communication and control of networked systems for multi-agent consensus
  publication-title: Automatica
  doi: 10.1016/j.automatica.2019.03.009
– volume: 50
  start-page: 3401
  issue: 9
  year: 2018
  ident: key2024041306192499800_ref001
  article-title: A neural adaptive approach for active fault-tolerant control design in UAV
  publication-title: IEEE Transactions on Systems, Man, and Cybernetics: Systems
  doi: 10.1109/TSMC.2018.2850701
– volume: 47
  start-page: 327
  year: 2016
  ident: key2024041306192499800_ref017
  article-title: Leader-following consensus of nonlinear multiagent systems with stochastic sampling
  publication-title: IEEE Transactions on Cybernetics
  doi: 10.1109/TCYB.2015.2514119
– volume: 88
  start-page: 1
  issue: 1
  year: 2017
  ident: key2024041306192499800_ref030
  article-title: A nonlinear h-infinity control method for multi-dof robotic manipulators
  publication-title: Nonlinear Dynamics
  doi: 10.1007/s11071-016-3245-8
– start-page: 225
  volume-title: Proceedings of the 15th International Conference on Control, Automation and Systems
  year: 2015
  ident: key2024041306192499800_ref053
  article-title: MPC-based FTC with FDD against actuator faults of UAVs
  doi: 10.1109/ICCAS.2015.7364911
– volume: 71
  start-page: 51
  year: 2017
  ident: key2024041306192499800_ref013
  article-title: Distributed reconfigurable control strategies for switching topology networked multi-agent systems
  publication-title: ISA Transactions
  doi: 10.1016/j.isatra.2017.06.008
– volume: 35
  start-page: 204
  issue: 8
  year: 2022
  ident: key2024041306192499800_ref035
  article-title: Fractional order adaptive robust formation control of multiple quad-rotor UAVs with parametric uncertainties and wind disturbances
  publication-title: Chinese Journal of Aeronautics
  doi: 10.1016/j.cja.2021.10.012
– volume: 24
  start-page: 246
  issue: 2
  year: 2001
  ident: key2024041306192499800_ref027
  article-title: Tight formation flight control
  publication-title: Journal of Guidance, Control, and Dynamics
  doi: 10.2514/2.4735
– volume: 29
  start-page: 1815
  issue: 7
  year: 2021
  ident: key2024041306192499800_ref044
  article-title: Finite-time command filtered event-triggered adaptive fuzzy tracking control for stochastic nonlinear systems
  publication-title: IEEE Transactions on Fuzzy Systems
  doi: 10.1109/TFUZZ.2020.2985638
– volume: 14
  start-page: 1105
  issue: 6
  year: 2006
  ident: key2024041306192499800_ref016
  article-title: Design and flight testing evaluation of formation control laws
  publication-title: IEEE Transactions on Control Systems Technology
  doi: 10.1109/TCST.2006.880203
– volume: 51
  start-page: 2265
  issue: 4
  year: 2019
  ident: key2024041306192499800_ref049
  article-title: Fully adaptive practical time-varying output formation tracking for high-order nonlinear stochastic multiagent system with multiple leaders
  publication-title: IEEE Transactions on Cybernetics
  doi: 10.1109/TCYB.2019.2956316
– volume: 15
  start-page: 1077
  issue: 9
  year: 2007
  ident: key2024041306192499800_ref005
  article-title: Design and flight-testing of non-linear formation control laws
  publication-title: Control Engineering Practice
  doi: 10.1016/j.conengprac.2007.01.004
– start-page: 4343
  volume-title: Proceedings of the 23rd Atmospheric Flight Mechanics Conference
  year: 1998
  ident: key2024041306192499800_ref003
  article-title: Design, performance and modeling considerations for close formation flight
  doi: 10.2514/6.1998-4343
– volume: 56
  start-page: 1066
  issue: 5
  year: 2013
  ident: key2024041306192499800_ref011
  article-title: Trophallaxis network control approach to formation flight of multiple unmanned aerial vehicles
  publication-title: Science China Technological Sciences
  doi: 10.1007/s11431-013-5199-0
– volume: 111
  start-page: 106549
  year: 2021
  ident: key2024041306192499800_ref038
  article-title: Distributed sliding mode control for time-varying formation tracking of multi-UAV system with a dynamic leader
  publication-title: Aerospace Science and Technology
  doi: 10.1016/j.ast.2021.106549
– volume: 11
  start-page: 1443
  issue: 12
  year: 2019
  ident: key2024041306192499800_ref048
  article-title: Unmanned aerial vehicle for remote sensing applications—a review
  publication-title: Remote Sensing
  doi: 10.3390/rs11121443
– volume: 69
  start-page: 2567
  issue: 6
  year: 2022
  ident: key2024041306192499800_ref050
  article-title: Adaptive practical optimal time-varying formation tracking control for disturbed high-order multi-agent systems
  publication-title: IEEE Transactions on Circuits and Systems I: Regular Papers
  doi: 10.1109/TCSI.2022.3151464
– volume: 64
  start-page: 5014
  issue: 6
  year: 2016
  ident: key2024041306192499800_ref010
  article-title: Time-varying formation tracking for second-order multi-agent systems subjected to switching topologies with application to quadrotor formation flying
  publication-title: IEEE Transactions on Industrial Electronics
  doi: 10.1109/TIE.2016.2593656
– volume: 357
  start-page: 9505
  issue: 14
  year: 2020
  ident: key2024041306192499800_ref020
  article-title: Event-triggered adaptive fuzzy tracking control for stochastic nonlinear systems
  publication-title: Journal of the Franklin Institute
  doi: 10.1016/j.jfranklin.2020.07.023
– volume: 47
  start-page: 2068
  issue: 3
  year: 2011
  ident: key2024041306192499800_ref054
  article-title: Wireless relay communications with unmanned aerial vehicles: performance and optimization
  publication-title: IEEE Transactions on Aerospace and Electronic Systems
  doi: 10.1109/TAES.2011.5937283
– start-page: 2523
  volume-title: Proceedings of the Chinese Control and Decision Conference
  year: 2016
  ident: key2024041306192499800_ref012
  article-title: Multi-UAV formation control method based on modified artificial physics
  doi: 10.1109/CCDC.2016.7531409
– volume: 77
  start-page: 189
  year: 2018
  ident: key2024041306192499800_ref052
  article-title: Safe control of trailing UAV in close formation flight against actuator fault and wake vortex effect
  publication-title: Aerospace Science and Technology
  doi: 10.1016/j.ast.2018.01.028
– volume: 68
  start-page: 299
  year: 2017
  ident: key2024041306192499800_ref018
  article-title: Integral backstepping sliding mode control for quadrotor helicopter under external uncertain disturbances
  publication-title: Aerospace Science and Technology
  doi: 10.1016/j.ast.2017.05.022
– volume: 54
  start-page: 174
  year: 2016
  ident: key2024041306192499800_ref043
  article-title: Nonlinear disturbance observer based robust backstepping control for a flexible air-breathing hypersonic vehicle
  publication-title: Aerospace Science and Technology
  doi: 10.1016/j.ast.2016.04.018
– volume: 61
  start-page: 1
  issue: 11
  year: 2018
  ident: key2024041306192499800_ref058
  article-title: Distributed sensor fault diagnosis for a formation system with unknown constant time delays
  publication-title: Science China Information Sciences
  doi: 10.1007/s11432-017-9309-3
– volume: 96
  start-page: 151
  year: 2016
  ident: key2024041306192499800_ref009
  article-title: Consensus tracking in heterogeneous nonlinear multi-agent networks with asynchronous sampled-data communication
  publication-title: Systems & Control Letters
  doi: 10.1016/j.sysconle.2016.08.001
– volume: 18
  start-page: 968
  issue: 7
  year: 2017
  ident: key2024041306192499800_ref045
  article-title: Consensus-based three-dimensional multi-UAV formation control strategy with high precision
  publication-title: Frontiers of Information Technology & Electronic Engineering
  doi: 10.1631/FITEE.1600004
– volume: 356
  start-page: 791
  issue: 2
  year: 2019
  ident: key2024041306192499800_ref029
  article-title: Distributed sensor fault diagnosis for a formation of multi-vehicle systems
  publication-title: Journal of the Franklin Institute
  doi: 10.1016/j.jfranklin.2017.11.020
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Snippet Purpose The purpose of this paper is to construct an event-triggered finite-time fault-tolerant formation tracking controller, which can achieve a time-varying...
PurposeThe purpose of this paper is to construct an event-triggered finite-time fault-tolerant formation tracking controller, which can achieve a time-varying...
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SubjectTerms Actuator failure
Adaptive control
Aircraft
Behavior
Closed loops
Collaboration
Control algorithms
Control systems design
Control theory
Controllers
Decomposition
Design
Disturbances
Drones
Event triggered control
Fault tolerance
Feedback control
Formation flying
Methods
Multilayers
System failures
Systems stability
Tracking control
Unmanned aerial vehicles
Title Formation fault-tolerant control for multiple UAVs with external disturbances
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