机器人系统测试挑战研究

Afsoon Afzal, Claire Le Goues, Michael Hilton, C. Timperley
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引用次数: 45

摘要

机器人系统日益成为日常生活的一部分。机器人系统的特点,如与物理世界的交互,以及硬件和软件组件的集成,使机器人系统与传统的软件系统区别开来。尽管有许多研究调查了软件测试在实践中的挑战,但没有这样的研究集中在机器人系统的测试上。在本文中,我们进行了定性研究,以更好地理解机器人社区使用的测试实践,并确定从业者在测试他们的系统时面临的挑战。我们从参与者的回答中确定了总共12个测试实践和9个测试挑战。我们将这些挑战分为3个主要主题:现实世界的复杂性、社区和标准,以及组件集成。我们相信,在解决这三个主要主题所描述的挑战方面的进一步研究可以导致机器人测试实践的更高采用,更多的测试自动化,以及更高质量的机器人系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Study on Challenges of Testing Robotic Systems
Robotic systems are increasingly a part of everyday life. Characteristics of robotic systems such as interaction with the physical world, and integration of hardware and software components, differentiate robotic systems from conventional software systems. Although numerous studies have investigated the challenges of software testing in practice, no such study has focused on testing of robotic systems. In this paper, we conduct a qualitative study to better understand the testing practices used by the robotics community, and identify the challenges faced by practitioners when testing their systems. We identify a total of 12 testing practices and 9 testing challenges from our participants’ responses. We group these challenges into 3 major themes: Real-world complexities, Community and standards, and Component integration. We believe that further research on addressing challenges described with these three major themes can result in higher adoption of robotics testing practices, more testing automation, and higher-quality robotic systems.
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