A method for implementing a ship navigation simulator for the generation and utilization of virtual data

IF 2.3 3区 工程技术 Q2 ENGINEERING, MARINE
Min-Chul Kong , Myung-Il Roh
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引用次数: 0

Abstract

Active research is underway to utilize various sensors for situational awareness, but validating these studies requires real sensor data, which is challenging to acquire due to the time and space constraints inherent in ships. Additionally, the diverse formats of sensor data and the need for postprocessing pose further hurdles. By developing a ship navigation simulator that faithfully replicates real-world environments, these limitations can be overcome, and ample virtual sensor data can be generated through immersive simulations. In this study, we propose a method for implementing such a simulator. A life-sized terrain model was placed within a virtual reality environment, representing maritime environments, including port structures. To simulate ship motions according to maritime weather conditions, we applied various laws of physics within virtual reality. Finally, to provide validation data for critical navigation technologies, such as collision avoidance and ship detection, we generated a virtual automatic identification system and camera data. We implemented and operated a ship navigation simulator using this approach, and simulations conducted across various environments generated real-time sensor data efficiently, affirming the effectiveness of the proposed method.

Abstract Image

Abstract Image

一种用于生成和利用虚拟数据的船舶导航模拟器的实施方法
目前正在积极开展利用各种传感器进行态势感知的研究,但验证这些研究需要真实的传感器数据,而由于船舶固有的时间和空间限制,获取这些数据具有挑战性。此外,传感器数据格式的多样性和后处理的需要也构成了进一步的障碍。通过开发能忠实再现真实世界环境的船舶导航模拟器,可以克服这些限制,并通过沉浸式模拟生成大量虚拟传感器数据。在本研究中,我们提出了实现这种模拟器的方法。在虚拟现实环境中放置了一个真人大小的地形模型,代表了包括港口结构在内的海洋环境。为了根据海上天气条件模拟船舶运动,我们在虚拟现实中应用了各种物理定律。最后,为了提供关键导航技术(如避免碰撞和船舶探测)的验证数据,我们生成了虚拟自动识别系统和摄像头数据。我们利用这种方法实施并运行了一个船舶导航模拟器,在各种环境下进行的模拟有效地生成了实时传感器数据,肯定了所建议方法的有效性。
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来源期刊
CiteScore
4.90
自引率
4.50%
发文量
62
审稿时长
12 months
期刊介绍: International Journal of Naval Architecture and Ocean Engineering provides a forum for engineers and scientists from a wide range of disciplines to present and discuss various phenomena in the utilization and preservation of ocean environment. Without being limited by the traditional categorization, it is encouraged to present advanced technology development and scientific research, as long as they are aimed for more and better human engagement with ocean environment. Topics include, but not limited to: marine hydrodynamics; structural mechanics; marine propulsion system; design methodology & practice; production technology; system dynamics & control; marine equipment technology; materials science; underwater acoustics; ocean remote sensing; and information technology related to ship and marine systems; ocean energy systems; marine environmental engineering; maritime safety engineering; polar & arctic engineering; coastal & port engineering; subsea engineering; and specialized watercraft engineering.
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