Feasibility analysis of using the hp-adaptive Radau pseudospectral method for minimum-effort collision-free docking operations of AUV

被引:14
|
作者
Yazdani, A. M. [1 ,2 ]
Sammut, K. [2 ]
Yakimenko, O. A. [3 ]
Lammas, A. [2 ]
机构
[1] Murdoch Univ, Coll Sci Hlth Engn & Educ, Perth, WA 6150, Australia
[2] Flinders Univ S Australia, Coll Sci & Engn, Ctr Maritime Engn Control & Imaging, Adelaide, SA 5042, Australia
[3] Naval Postgrad Sch, Dept Mech & Aerosp Engn, Dept Syst Engn, Monterey, CA 93943 USA
关键词
Underwater docking; Optimal trajectory generation; Two-point boundary-value problem; hp-adaptive Radau method; AUTONOMOUS UNDERWATER VEHICLE; DIRECT TRAJECTORY OPTIMIZATION; GUIDANCE; DESIGN; SYSTEM;
D O I
10.1016/j.robot.2020.103641
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper continues the previous effort on the development of a trajectory generation platform that assures minimum-control expenditure and collision-free manoeuvre of a torpedo-shaped autonomous underwater vehicle (AUV) into a funnel-shaped stationary docking station (DS). The earlier-developed guidance system was based on the Inverse Dynamics in the Virtual Domain (IDVD) method accounting for AUV's dynamics and producing a smooth trackable trajectory, thus guaranteeing safe arrival to DS. The optimality of the real-time generated solutions has been assessed via comparing them with the Legendre-Gauss-Lobatto pseudo-spectral (PS) method solutions that could only be obtained off-line. This paper explores a possibility of employing a more advanced hp-adaptive Radau (hp-AR) PS method for the same Hamiltonian two-point boundary-value problem. The considered approach explicitly encapsulates all realistic vehicular and environmental constraints such as the AUV's dynamics, ocean current disturbances, no-fly zones, and DS pose while minimizing the vehicle's controls expenditure and permitting precise manoeuvring into DS. The performance evaluation of the hp-AR PS based optimization routine is carried out through extensive software-in-the-loop simulations. For completeness, computational effectiveness and solution optimality of the trajectory generator engine based on the hp-AR method is compared with two other well-known PS methods based on Legendre and Chebyshev polynomial approximation. The results of this study show the superb performance of the hp-AR method-based trajectory generator among all other PS methods and a possibility of using it along with IDVD in the real-time implementation. Published by Elsevier B.V.
引用
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页数:16
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