Developing a Testing Framework for Cyber-Physical Systems using Gazebo

Rizwan Parveen, Tanishq Nandan
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Abstract

Developing a reliable Cyber-Physical System (CPS) requires tools and frameworks that can support various scenarios to be verified and tested under different environmental constraints. However, it is challenging to produce and synthesize a testing and verification environment for real-life scenarios to address every possible failure case. In the context of healthcare applications, testing an instrument is often expensive and risk-critical as it involves human interventions. To address these challenges, we present a simulation framework prepared using the combination of the Robot Operating System (ROS) and a tool, Gazebo. This experience paper demonstrates the applicability and usage of the Gazebo and ROS for wheelchair safety scenarios. Our wheelchair control algorithm is built on ROS that monitors the changes in the environment constraints (i.e., identifying the inclined or rough surfaces) and the wheelchair system.
利用Gazebo开发网络物理系统测试框架
开发可靠的网络物理系统(CPS)需要能够支持各种场景的工具和框架,以便在不同的环境约束下进行验证和测试。然而,为现实场景生成和合成一个测试和验证环境来处理每一个可能的故障情况是具有挑战性的。在医疗保健应用程序的上下文中,测试仪器通常是昂贵的,而且风险很大,因为它涉及人为干预。为了应对这些挑战,我们提出了一个使用机器人操作系统(ROS)和Gazebo工具组合准备的仿真框架。这篇经验论文演示了凉亭和ROS在轮椅安全场景中的适用性和用法。我们的轮椅控制算法是建立在ROS上的,它监测环境约束的变化(即识别倾斜或粗糙的表面)和轮椅系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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