电子健康物联网系统中关键需求管理的基于模型的方法

Christos Kotronis, M. Nikolaidou, G. Dimitrakopoulos, D. Anagnostopoulos, A. Amira, F. Bensaali
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引用次数: 19

摘要

在物联网(IoT)和云计算的支持下,基于互联网的解决方案正在不断推动包括医疗保健在内的多个领域的革命性方法。远程医疗,即实时诊断和远程监控患者,有望改变医疗保健领域。这些系统可能提供几种不同关键程度的服务,需要安全/任务关键核心组件和非关键外围组件;换句话说,它们是复杂的混合临界系统(so)。为了理解和设计这样的系统,工程师必须使用适当的建模工具。在这项工作中,我们探索了基于模型的设计的应用,使用系统建模语言(SysML),物联网电子卫生系统,强调临界要求。我们将重点放在远程老年人监测系统(REMS)用例上,将物联网技术与经典医疗实践相结合,以展示所提出方法的潜力。需求包含系统模型驱动方法的基本概念,该方法能够成功地管理系统设计、实现和部署中的关键问题。在REMS用例中,确定的关键性被建模为SysML需求,而SysML约束和参数图被用来描述和验证定量的关键性需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Model-based Approach for Managing Criticality Requirements in e-Health IoT Systems
Internet-based solutions, enhanced by Internet of Things (IoT) and Cloud computing, are constantly driving revolutionary approaches in multiple domains, including healthcare. Indicatively, telemedicine, real-time diagnosis and remote monitoring of patients, are expected to transform the healthcare domain. These systems may offer several services of different criticality, necessitating safety-/mission-critical core components and non-critical peripheral components; in other words, they are complex, mixed-criticality System-of-Systems (SoS). To understand and design such systems, engineers must be facilitated with the appropriate modeling tools. In this work, we explore the application of model-based design, using the Systems Modeling Language (SysML), of IoT e-Health systems, emphasizing criticality requirements. We focus on the Remote Elderly Monitoring System (REMS) use case, combining IoT technologies with classic healthcare practices, to demonstrate the potential of the proposed approach. Requirements comprise a basic concept of a systematic model-driven methodology that enables the successful management of the criticalities in system design, implementation and deployment. In the REMS use case, identified criticalities are modeled as SysML requirements, while SysML constraints and parametric diagrams are employed to describe and verify quantitative criticality requirements.
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