上下文感知普适系统的稳定性:一种状态空间建模方法

A. Padovitz, A. Zaslavsky, S. Loke, B. Burg
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引用次数: 9

摘要

受状态空间建模方法的启发,本文提出了上下文感知系统的概念框架,并提出了稳定性的概念,作为表征普适系统的一种手段。我们提供了一系列关于上下文的概念,包括上下文感知普及系统的稳定性,并展示了如何将这些概念用于对上下文建模,以及如何在普及系统中积极维护稳定性和适应性。我们在智能演示剧院场景中使用遗传算法实验评估这些概念。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stability in Context-Aware Pervasive Systems: A State-Space Modeling Approach
This paper proposes a conceptual framework for context-awaresystems, inspired by the state-space modeling approach and proposes the concept of Stability as a means to characterize pervasive systems. We provide a collection of concepts concerning context, including Stability of contextaware pervasive systems and show how these concepts can be used in modeling context and actively maintaining stability and adaptation in a pervasive system. We experimentally evaluate these concepts using a genetic algorithm in a Smart Presentation Theatre scenario.
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