CASanDRA:为环境智能应用提供上下文获取服务和推理算法的框架

A. Bernardos, P. Tarrío, J. Casar
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引用次数: 19

摘要

环境智能(AmI)应用程序的开发通常意味着处理复杂的传感器访问和上下文推理任务,当垂直假设时,这可能会大大减慢应用程序的开发周期。为了解决这个问题,我们提出了CASanDRA,这是一个中间件,它提供了关于给定用户及其环境的易于消费的上下文信息,检索和融合来自个人移动设备和外部传感器的数据。该框架是按照分层的面向服务的方法构建的。每个CASanDRA层的输出数据都可以通过语义接口完全访问;这允许AmI应用程序根据其信息需求检索原始上下文特征、聚合上下文数据和复杂的“上下文图像”。此外,还可以使用不同的查询模式——订阅、基于事件、连续和按需。目前的“移动辅助”版本CASanDRA由CASanDRA服务器和CASanDRA Lite组成,前者在应用程序容器上开发并托管系统智能,后者是一个绑定了一组传感器级采集服务的移动客户端。本文通过“环境家庭护理监视器”的设计描述了如何在CASanDRA上轻松构建AmI应用程序。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CASanDRA: A Framework to Provide Context Acquisition Services ANd Reasoning Algorithms for Ambient Intelligence Applications
The development of ambient intelligence (AmI) applications usually implies dealing with complex sensor access and context reasoning tasks, which may significantly slow down the application development cycle when vertically assumed. To face this issue, we present CASanDRA, a middleware which provides easily consumable context information about a given user and his environment, retrieving and fusing data from personal mobile devices and external sensors. The framework is built following a layered service oriented approach. The output data from every CASanDRA’s layer are fully accessible through semantic interfaces; this allows AmI applications to retrieve raw context features, aggregated context data and complex ‘ images of context’, depending on their information needs. Moreover, different query modes -subscription, event-based, continuous and on-demand- are available. The current ‘mobile-assisted’ version of CASanDRA is composed by a CASanDRA Server, developed on an applications container and hosting the system intelligence, and CASanDRA Lite, a mobile client bundling a set of sensor level acquisition services. How an AmI application may be effortlessly built on CASanDRA is described in the paper through the design of an ‘ Ambient Home Care Monitor’.
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