无人水面车辆识别建模与转向控制器设计

Tu-Cuong Nguyen
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摘要

随着科学技术的不断进步,许多无人水面飞行器(usv)被开发用于许多不同的应用:军事、环境、测绘……因此转向(航向)控制是无人水面飞行器运动控制设计的重要研究方向。它不仅涉及操纵和船舶稳定,还涉及轨迹跟踪和避障的基本知识。在无人潜航器的研究中,转向控制的数学模型是解释车辆行为和稳定性的关键。因此,本文介绍了无人潜航器转向控制的两个相关内容,即模型辨识和转向控制设计。为此,我们选择Nomoto模型作为识别模型。这些定义的离线Nomoto模型可以用于各种目的:仿真目的或离线控制算法…首先,进行实验以收集实验数据(之形测试…),然后使用预测误差识别方法来识别Nomoto模型参数,例如递归最小二乘法(RLS)。为了验证识别精度和模型结果,在此基础上设计了滑模控制器(SMC)。最后,仿真和实验结果表明,滑模控制器和集成视距制导(ILOS)具有良好的控制效果,证明了其可行性和稳定性。这些都表明了所建立模型的正确性和实用价值,并在此基础上开发了用于无人潜航器的先进控制算法、轨迹跟踪、避障等。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification modeling and Steering Controller Design for Unmanned Surface Vehicles
With the continuous advancement of science and technology, many unmanned surface vehicles (USVs) are being developed for many different applications: military, environmental, mapping… So the steering (heading) control is for unmanned surface vehicles important research designed for motion control. It is not only about handling and ship stabilization, but also the basics of trajectory tracking and obstacle avoidance. During the USV research, mathematical models of steering control were critical to explaining vehicle behavior and stability. Therefore, this paper introduces two contents related to USV steering control, namely model identification and steering control design. For this purpose, the Nomoto model is chosen as the recognition model. These defined offline Nomoto models can serve a variety of purposes: simulation purposes or offline control algorithms… First, experiments are performed to collect experimental data (zigzag tests…), then prediction error identification methods are used to identify Nomoto model parameters, such as recursive least squares (RLS). To verify the recognition accuracy and model results, a sliding mode controller (SMC) was designed based on the established model. Finally, the simulation and experimental results show that the sliding mode controller and integrated line-of-sight guidance (ILOS) have good control effects, proving their feasibility and stability. All of this shows the correctness and practical value of the established model, and on this basis, advanced control algorithms, trajectory tracking, obstacle avoidance… are developed for USV.
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