Ad hoc HLA simulation model derived from a model-based traffic scenario

IF 1.3 4区 工程技术 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Simulation-Transactions of the Society for Modeling and Simulation International Pub Date : 2022-08-11 DOI:10.1177/00375497231152651
David Reiher, A. Hahn
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Abstract

Modern highly automated and autonomous traffic systems and sub-systems require new approaches to test their functional safety in the context of validation and verification. One approach that has taken a leading role in current research is scenario-based testing. For various reasons, simulation is considered to be the most practicable solution for a wide range of test scenarios. However, this is where many existing simulation systems in research reach their limits. In order to be able to integrate the widest possible range of systems to be tested into the simulation, the use of co-simulation has proven to be particularly useful. In this work, the High-Level Architecture defined in the IEEE 1516-2010 standard is specifically addressed, and a concept is developed that establishes the foundation for the feasible use of scenario-based distributed co-simulation on its basis. The main challenge identified and addressed is the resolution of the double-sided dependency between scenario and simulation models. The solution was to fully automate the generation and instantiation of the simulation environment on the basis of a scenario instance. Finally, the developed concept was implemented as a prototype, and the resulting process for its use is presented here using an example scenario. Based on the experience gained during the creation of the concept and the prototype, the next steps for future work are outlined in conclusion.
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从一个基于模型的交通场景中衍生的HLA仿真模型
现代高度自动化和自主的交通系统和子系统需要在验证和验证的背景下测试其功能安全性的新方法。在当前研究中起主导作用的一种方法是基于场景的测试。由于各种原因,模拟被认为是广泛测试场景中最可行的解决方案。然而,这正是许多研究中的现有仿真系统达到其极限的地方。为了能够将尽可能广泛的系统集成到仿真中进行测试,使用联合仿真已被证明是特别有用的。在这项工作中,专门解决了IEEE 1516-2010标准中定义的高级体系结构,并在此基础上开发了一个概念,为基于场景的分布式协同仿真的可行使用奠定了基础。确定和解决的主要挑战是解决场景和仿真模型之间的双面依赖关系。解决方案是在场景实例的基础上完全自动化模拟环境的生成和实例化。最后,将开发的概念作为原型实现,并通过示例场景展示其使用过程。根据在概念和原型创建过程中获得的经验,总结了未来工作的下一步。
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来源期刊
CiteScore
3.50
自引率
31.20%
发文量
60
审稿时长
3 months
期刊介绍: SIMULATION is a peer-reviewed journal, which covers subjects including the modelling and simulation of: computer networking and communications, high performance computers, real-time systems, mobile and intelligent agents, simulation software, and language design, system engineering and design, aerospace, traffic systems, microelectronics, robotics, mechatronics, and air traffic and chemistry, physics, biology, medicine, biomedicine, sociology, and cognition.
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