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Potential function-based path-following control of an autonomous underwater vehicle in an obstacle-rich environment

机译:基于潜在的函数的路径跟踪自主水下车辆在富有的障碍环境中

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摘要

This paper presents the development of simple but powerful path-following and obstacle-avoidance control laws for an underactuated autonomous underwater vehicle (AUV). Potential function-based proportional derivative (PFPD) as well as a potential function-based augmented proportional derivative (PFAPD) control laws are developed to govern the motion of the AUV in an obstacle-rich environment. For obstacle avoidance, a mathematical potential function is used, which formulates the repulsive force between the AUV and the solid obstacles intersecting the desired path. Numerical simulations are carried out to study the efficacy of the proposed controllers and the results are observed. To reduce the values of the overshoots and steady-state errors identified due to the application of PFPD controller a PFAPD controller is designed that drives the AUV along the desired trajectory. From the simulation results, it is observed that the proposed controllers are able to drive the AUV to track the desired path, avoiding the obstacles in an obstacle-rich environment. The results are compared and it is observed that the PFAPD outperforms the PFPD to drive the AUV along the desired trajectory. It is also proved that it is not necessary to employ highly complicated controllers for solving obstacle-avoidance and path-following problems of underactuated AUVs. These problems can be solved with the application of PFAPD controllers.
机译:本文提出了一种简单但强大的路径跟踪和避免障碍控制法的发展,用于欠型自主水下车辆(AUV)。基于基于功能的比例衍生物(PFPD)以及基于潜在的功能的增强比例衍生物(PFAPD)控制法是为了管理AUV在富有障碍物的环境中的运动。对于避免障碍物,使用数学潜在功能,其在AUV和相交所需路径交叉的固体障碍物之间制定排斥力。进行数值模拟以研究所提出的控制器的功效,并且观察结果。为减少由于PFPD控制器的应用而识别的过冲和稳态误差,因此设计了PFAPD控制器,其沿着所需的轨迹驱动AUV。从仿真结果看,观察到所提出的控制器能够驱动AUV以跟踪所需的路径,避免富有障碍物的环境中的障碍。比较结果,观察到PFAPD优于PFPD以沿着所需的轨迹驱动AUV。还证实,没有必要采用高度复杂的控制器,以解决避免泄露的AUV的避免和路径。使用PFAPD控制器的应用可以解决这些问题。

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