A modular platform for event recognition in smart homes

Thomas Fuxreiter, Christopher C. Mayer, S. Hanke, Matthias Gira, Miroslav Sili, J. Kropf
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引用次数: 38

Abstract

Ambient Assisted Living technologies try to integrate intelligent assistance-systems in elder people's homes to maintain a high degree of independence, autonomy and dignity. To speed up the development process and to make the applications more adaptive and flexible to special user needs as well as to ensure compatibility throughout systems a common middleware with standardized interfaces is desirable. The integration of off-the-shelf sensor hardware is an important aspect to assure longterm applicability and interoperability. AIT Austrian Institute of Technology has developed a modular software platform providing services to enable independent living for elder people at home. The platform is based on state-of-the-art software development techniques like OSGi and Spring, which enable modularity and flexibility. The aspect of interoperability at the hardware level is considered by integrating standards from the two areas of medical informatics and home automation. A hardware abstraction module harmonizes data from different sensor networks in terms of a common data format. Based on sensor data, functionalities for the detection of specific events and situations in the AAL domain have been implemented using finite state machines and simple statistical methods.
智能家居事件识别模块化平台
环境辅助生活技术试图在老年人家中整合智能辅助系统,以保持高度的独立性,自主性和尊严。为了加快开发过程,使应用程序对特殊用户需求更具适应性和灵活性,并确保整个系统的兼容性,需要一个具有标准化接口的通用中间件。现有传感器硬件的集成是保证长期适用性和互操作性的一个重要方面。AIT奥地利技术学院开发了一个模块化的软件平台,提供服务,使老年人能够在家中独立生活。该平台基于最先进的软件开发技术,如OSGi和Spring,这些技术支持模块化和灵活性。通过集成医疗信息学和家庭自动化两个领域的标准来考虑硬件级别的互操作性方面。硬件抽象模块根据通用数据格式协调来自不同传感器网络的数据。基于传感器数据,利用有限状态机和简单的统计方法实现了检测AAL域中特定事件和情况的功能。
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