Survey of deep learning for autonomous surface vehicles in marine environments

Y Qiao, J Yin, W Wang, F Duarte… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Within the next several years, there will be a high level of autonomous technology that will
be available for widespread use, which will reduce labor costs, increase safety, save energy …

1 bit encoding–decoding-based event-triggered fixed-time adaptive control for unmanned surface vehicle with guaranteed tracking performance

X Song, C Wu, V Stojanovic, S Song - Control Engineering Practice, 2023 - Elsevier
This paper investigates the fixed-time prescribed performance trajectory tracking control for
the unmanned surface vehicle with unknown dynamics and disturbances. At first, an …

Safe-critical formation reconfiguration of multiple unmanned surface vehicles subject to static and dynamic obstacles based on guiding vector fields and fixed-time …

X Gong, L Liu, Z Peng - Ocean Engineering, 2022 - Elsevier
This paper addresses the formation reconfiguration problem of multiple unmanned surface
vehicles subject to static and dynamic obstacles. Specifically, a desired heading is …

Disturbance observer-based adaptive reinforcement learning for perturbed uncertain surface vessels

TL Pham, PN Dao - ISA transactions, 2022 - Elsevier
This article considers a problem of tracking, convergence of disturbance observer (DO)
based optimal control design for uncertain surface vessels (SVs) with external disturbance …

Adaptive neural network asymptotic control design for MIMO nonlinear systems based on event-triggered mechanism

Y Liu, Q Zhu - Information Sciences, 2022 - Elsevier
This article presents an adaptive neural network event-triggered asymptotic tracking control
strategy for multi-input and multi-output (MIMO) nonlinear systems with state constraints and …

Minimum-learning-parameter-based adaptive finite-time trajectory tracking event-triggered control for underactuated surface vessels with parametric uncertainties

J Qin, J Du - Ocean Engineering, 2023 - Elsevier
For the problem of trajectory tracking control of underactuated surface vessels (USVs)
affected by input saturation, parametric uncertainties, time-varying marine environmental …

A predictive type-3 fuzzy control for underactuated surface vehicles

A Taghieh, C Zhang, KA Alattas, Y Bouteraa… - Ocean …, 2022 - Elsevier
In this paper, a path-following control (PFC) problem of an underactuated surface vehicle
(USV) is scrutinized based on an interval type-3 fuzzy logic system (IT3FLS). The suggested …

Dynamic event-triggered adaptive neural output feedback control for MSVs using composite learning

G Zhu, Y Ma, Z Li, R Malekian… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper investigates the control issue of marine surface vehicles (MSVs) subject to
internal and external uncertainties without velocity information. Utilizing the specific …

Event-triggered adaptive PID fault-tolerant control of underactuated ASVs under saturation constraint

G Zhu, Y Ma, S Hu - IEEE Transactions on Systems, Man, and …, 2023 - ieeexplore.ieee.org
This article discusses a control problem of underactuated autonomous surface vehicles
(ASVs) subject to internal/external uncertainties, input saturations, and actuator faults, and …

Data-driven distributed formation control of under-actuated unmanned surface vehicles with collision avoidance via model-based deep reinforcement learning

C Pan, Z Peng, L Liu, D Wang - Ocean Engineering, 2023 - Elsevier
This paper addresses the distributed formation control with collision avoidance for multiple
under-actuated unmanned surface vehicles (USVs) subject to fully unknown models. A fully …