Predefined-Time Three-Dimensional Trajectory Tracking Control for Underactuated Autonomous Underwater Vehicles
Source abstract
Abstract
This paper addresses the three-dimensional trajectory tracking problem of underactuated autonomous underwater vehicles (AUVs) operating in the presence of external disturbances and unmodeled dynamics by proposing a predefined-time adaptive control scheme. Firstly, the underactuated AUV system was decoupled into drive and non-drive subsystems to facilitate the design of a controller that does not rely on specific model parameters. Radial basis function neural networks (RBFNNs) were employed to estimate the external disturbances. To enhance tracking performance, a predefined-time adaptive control law was designed to ensure that tracking errors converged to a small neighborhood around the origin within the predefined time. The adaptive control law compensated for the unmodeled components. Finally, we used theoretical proofs and simulations to show that our method is effective and superior.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Adaptive Control of Nonlinear Systems · Underwater Vehicles and Communication Systems · Robotic Path Planning Algorithms
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Mechanical Engineering, Guangdong Ocean University, Zhanjiang 524088, China
Guangdong Provincial Key Laboratory of Intelligent Equipment for South China Sea Marine Ranching, Guangdong Ocean University, Zhanjiang 524088, China
Funding
PROGRAM FOR SCIENTIFIC RESEARCH START-UP FUNDS OF GUANGDONG OCEAN UNIVERSITY
References (25)
Show source-provided references
1. Key Technologies and Development Trends of AUVs
2. Current Status and Development Trends of AUV Intelligence
3. Trajectory Tracking and Path Following for Underactuated Marine Vehicles10.1109/TCST.2018.2834518 ↗
4. Trajectory Tracking Control of an Underactuated AUV Based on Backstepping Sliding Mode with State Prediction10.1109/ACCESS.2019.2958360 ↗
5. Study of 3 Dimension Trajectory Tracking of Underactuated Autonomous Underwater Vehicle10.1016/j.oceaneng.2015.06.034 ↗
6. Robust Fixed-Time Tracking Control for Underactuated AUVs Based on Fixed-Time Disturbance Observer10.1016/j.oceaneng.2022.112567 ↗
7. Robust Adaptive Sliding Mode Control of Underactuated Autonomous Underwater Vehicles with Uncertain Dynamics10.1016/j.oceaneng.2019.01.008 ↗
8. Globally Finite-Time Stable Three-Dimensional Trajectory-Tracking Control of Underactuated UUVs10.1016/j.oceaneng.2019.106329 ↗
9. Adaptive Trajectory Tracking Control for Remotely Operated Vehicles Considering Thruster Dynamics and Saturation Constraints10.1016/j.isatra.2019.11.032 ↗
10. Adaptive Fixed-Time Bipartite Tracking Consensus Control for Unknown Nonlinear Multi-Agent Systems: An Information Classification Mechanism10.1016/j.ins.2018.04.016 ↗
11. Predefined-Time Predefined-Bounded Attitude Tracking Control for Rigid Spacecraft10.1109/TAES.2021.3103258 ↗
12. Adaptive Practical Predefined-Time Leader-Follower Consensus for Second-Order Multiagent Systems with Uncertain Disturbances10.1016/j.jfranklin.2024.106694 ↗
13. Fuzzy Multiple Hidden Layer Recurrent Neural Control of Nonlinear System Using Terminal Sliding-Mode Controller10.1109/TCYB.2021.3052234 ↗
14. Fractional Sliding-Mode Control for Microgyroscope Based on Multilayer Recurrent Fuzzy Neural Network10.1109/TFUZZ.2021.3064704 ↗
15. Global Neural Dynamic Surface Tracking Control of Strict-Feedback Systems With Application to Hypersonic Flight Vehicle10.1109/TNNLS.2015.2456972 ↗
16. A Lyapunov-Like Characterization of Predefined-Time Stability10.1109/TAC.2020.2967555 ↗
17. A Note on Predefined-Time Stability10.1016/j.ifacol.2018.07.332 ↗
18. A Class of Predefined-Time Stable Dynamical Systems10.1093/imamci/dnx004 ↗
19. Adaptive Neural Network-Based Backstepping Fault Tolerant Control for Underwater Vehicles with Thruster Fault10.1016/j.oceaneng.2015.09.035 ↗
20. Adaptive Fixed-Time Fault-Tolerant Tracking Control and Its Application for Robot Manipulators10.1109/TIE.2021.3070494 ↗
21. Fixed-Time Neural Network Trajectory Tracking Control for Underactuated Surface Vessels10.1016/j.oceaneng.2021.109416 ↗
22. Admittance-Based Controller Design for Physical Human–Robot Interaction in the Constrained Task Space10.1109/TASE.2020.2983225 ↗
23. On the Neuro-Adaptive Feedback Linearising Control of Underactuated Autonomous Underwater Vehicles in Three-Dimensional Space10.1049/iet-cta.2014.0472 ↗
24. Reinforcement Learning-Based Fixed-Time Trajectory Tracking Control for Uncertain Robotic Manipulators With Input Saturation10.1109/TNNLS.2021.3116713 ↗
25. Adaptive Fixed-Time Backstepping Control for Three-Dimensional Trajectory Tracking of Underactuated Autonomous Underwater Vehicles10.1016/j.oceaneng.2023.114109 ↗