Asynchronous flow scheduling for green ambient assisted living communications

Asynchronous flow scheduling for green ambient assisted living communications
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绿色环境辅助生活通信的异步流量调度

DOI:
10.1109/mcom.2015.7010517
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发表时间:
2015-01
影响因子:
11.2
通讯作者:
M. Guizani,
M. Guizani,
中科院分区:
计算机科学1区
文献类型:
--
作者:
Dan Wu;Yueming Cai;M. Guizani,

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支持用户(特别是老年人和患者)留在家中的AAL应用程序在医疗保健系统中越来越受欢迎。基本上,这些AAL应用程序通过位置感知,数据感知和上下文感知异构设备(如传感器和执行器)提供个人信息。显然,由于这种异构性,研究异步流调度问题是非常重要的。针对AAL应用的感知、预测和实现,设计了一种简单高效的异步流调度方案。具体而言,通过分析各种设备特性和用户活动来开发调度架构,并从用户需求方面对相应的应用进行分类。随后,我们提出了异步流调度考虑到能源效率和实现的简单性。详细讨论了拟议的系统和可能的未来研究方向。
AAL applications that support users (in particular, the elderly and patients) in staying at home are increasingly becoming popular in health care systems. Basically, these AAL applications provide personal information through location-aware, data-aware, and context-aware heterogeneous devices such as sensors and actuators. Obviously, due to this heterogeneity, it is very important to study the asynchronous flow scheduling problem. This article designs a simple but efficient asynchronous flow scheduling scheme aiming to sense, predict, and realize AAL applications. Specifically, the scheduling architecture is developed by analyzing various device characteristics and user activities, and the corresponding applications are classified from user needs aspects. Subsequently, we propose asynchronous flow scheduling taking into account energy efficiency and implementation simplicity. Detailed discussions of the proposed system and possible future research directions are provided.
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