Relaxed Control Barrier Function Based Control for Closest Approach by Underactuated USVs

IF 3.8 2区 工程技术 Q1 ENGINEERING, CIVIL IEEE Journal of Oceanic Engineering Pub Date : 2024-08-20 DOI:10.1109/JOE.2024.3423869
Karl D. von Ellenrieder;Marco Camurri
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Abstract

The use of automatic safety-critical control for uncrewed surface vessel (USV) survey, inspection and intervention can provide a computationally lightweight controller which guarantees that a minimum safe standoff distance to a target of interest is always maintained. We propose a trajectory tracking safety-critical controller for the closest safe approach of an underactuated USV with nonholonomic dynamic (acceleration) motion constraints to a target. A backstepping-based control law is designed using a relaxed control barrier function and an analytical convex optimization method. The stability of the controller is proven. Simulations of a USV approaching both stationary and moving targets are used to demonstrate implementation of the method. The performance of the proposed controller is compared with that of a nonlinear model predictive control (MPC) controller in simulation. The simulation results demonstrate that, while the tracking error of the proposed controller is higher than that of an MPC controller, it requires lower computational resources, suggesting it is a good candidate for use on small USVs with low computational power.
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基于松弛控制障碍函数的控制,实现欠驱动 USV 的最近接近
使用自动安全临界控制进行无人驾驶海面船(USV)勘测、检查和干预,可提供计算量较小的控制器,保证始终保持与相关目标的最小安全距离。我们提出了一种轨迹跟踪安全临界控制器,用于具有非整体动力学动态(加速度)运动约束的欠驱动 USV 与目标的最近安全接近。利用松弛控制障碍函数和分析凸优化方法设计了基于反步法的控制法则。控制器的稳定性已得到证明。对接近静止和移动目标的 USV 进行了模拟,以演示该方法的实施。在仿真中,将所提控制器的性能与非线性模型预测控制 (MPC) 控制器的性能进行了比较。仿真结果表明,虽然拟议控制器的跟踪误差高于 MPC 控制器,但它所需的计算资源更少,这表明它适合用于计算能力较低的小型 USV。
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来源期刊
IEEE Journal of Oceanic Engineering
IEEE Journal of Oceanic Engineering 工程技术-工程:大洋
CiteScore
9.60
自引率
12.20%
发文量
86
审稿时长
12 months
期刊介绍: The IEEE Journal of Oceanic Engineering (ISSN 0364-9059) is the online-only quarterly publication of the IEEE Oceanic Engineering Society (IEEE OES). The scope of the Journal is the field of interest of the IEEE OES, which encompasses all aspects of science, engineering, and technology that address research, development, and operations pertaining to all bodies of water. This includes the creation of new capabilities and technologies from concept design through prototypes, testing, and operational systems to sense, explore, understand, develop, use, and responsibly manage natural resources.
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