Information Theoretic Approach with Reduced Paging Cost in Wireless Networks for Remote Healthcare Systems

R. Agrawal, Amit Sehgal
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引用次数: 1

Abstract

This paper introduces an information theoretic approach for location management in cellular/mobile networks and allows the network to maintain the record of the mobility pattern of every user. The critical nature of remote healthcare service demands for continuous updates on the location of healthcare expert with the patient monitoring device. To reduce the paging cost, the proposed work uses the information from the system database by representing given past knowledge of the mobility pattern using Markov Chain. The expected search under the proposed work reduces number of search required in the earlier techniques. An entropy-per-location based scheme has also been introduced for comparative analysis among different models. This scheme can also be utilized as a general comparative framework for schemes to be introduced in future m-Health framework.
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降低远程医疗系统无线网络寻呼成本的信息理论方法
本文介绍了蜂窝/移动网络中位置管理的一种信息理论方法,使网络能够保持每个用户移动模式的记录。远程医疗保健服务的关键性质要求使用患者监控设备不断更新医疗保健专家的位置。为了降低寻呼成本,该方法利用系统数据库中的信息,通过马尔可夫链表示给定的移动模式的过去知识。在建议的工作下预期的搜索减少了早期技术中所需的搜索次数。本文还介绍了一种基于位置熵的方案,用于不同模型之间的比较分析。该方案还可作为未来移动保健框架中引入的方案的一般比较框架。
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