An OOSEM-Based Design Pattern for the Development of AUV Controllers

IF 2.7 3区 地球科学 Q1 ENGINEERING, MARINE
Cao Duc Sang, Ngo Van He, Ngo Van Hien, Nguyen Trong Khuyen
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引用次数: 0

Abstract

This article introduces a new design pattern that provides an optimal solution for the systematic development of AUV controllers. In this study, a hybrid control model is designed on the basis of the OOSEM (Object-Oriented Systems Engineering Method), combined with MDA (Model-Driven Architecture) concepts, real-time UML/SysML (Unified Modeling Language/Systems Modeling Language), and the UKF (unscented Kalman filter) algorithm. This hybrid model enables the implementation of the control elements of autonomous underwater vehicles (AUVs), which are considered HDSs (hybrid dynamic systems), and it can be adapted for reuse for most standard AUV platforms. To achieve this goal, a dynamic AUV model is integrated with the specializations of the OOSEM/MDA, in which an analysis model is clarified via a use-case model definition and then combined with HA (hybrid automata) to precisely define the control requirements. Next, the designed model is tailored via real-time UML/SysML to obtain the core control blocks, which describe the behaviors and structures of the control parts in detail. This design model is then transformed into an implementation model with the assistance of round-trip engineering to conveniently realize a controller for AUVs. Based on this new model, a feasible AUV controller for low-cost, turtle-shaped AUVs is implemented, and it is utilized to perform planar trajectory tracking.
基于 OOSEM 的自动潜航器控制器开发设计模式
本文介绍了一种新的设计模式,为系统开发 AUV 控制器提供了最佳解决方案。本研究以 OOSEM(面向对象的系统工程方法)为基础,结合 MDA(模型驱动架构)概念、实时 UML/SysML(统一建模语言/系统建模语言)和 UKF(无香卡尔曼滤波器)算法,设计了一种混合控制模型。这种混合模型能够实现被视为 HDS(混合动态系统)的自主潜水器(AUV)的控制元件,并可适用于大多数标准 AUV 平台。为了实现这一目标,我们将一个动态 AUV 模型与 OOSEM/MDA 的专业技术相结合,通过用例模型定义明确分析模型,然后与 HA(混合自动机)相结合,精确定义控制要求。然后,通过实时 UML/SysML 对设计模型进行定制,以获得核心控制块,详细描述控制部分的行为和结构。然后,在往返工程的帮助下,将设计模型转化为实现模型,从而方便地实现 AUV 的控制器。基于这个新模型,为低成本龟形 AUV 实现了可行的 AUV 控制器,并利用它执行平面轨迹跟踪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Marine Science and Engineering
Journal of Marine Science and Engineering Engineering-Ocean Engineering
CiteScore
4.40
自引率
20.70%
发文量
1640
审稿时长
18.09 days
期刊介绍: Journal of Marine Science and Engineering (JMSE; ISSN 2077-1312) is an international, peer-reviewed open access journal which provides an advanced forum for studies related to marine science and engineering. It publishes reviews, research papers and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files and software regarding the full details of the calculation or experimental procedure, if unable to be published in a normal way, can be deposited as supplementary electronic material.
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