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基于医疗保健的无线传感器网络的最优数据传输策略:一种随机微分博弈方法。

Optimal Data Transmission Strategy for Healthcare-Based Wireless Sensor Networks: A Stochastic Differential Game Approach.

作者信息

Hu Jiahui, Qian Qing, Fang An, Wu Sizhu, Xie Yi

机构信息

1Institute of Medical Information, Chinese Academy of Medical Sciences, Beijing, 100020 People's Republic of China.

2Institute of Information Security & Big Data, Central South University, Changsha, 410083 People's Republic of China.

出版信息

Wirel Pers Commun. 2016;89(4):1295-1313. doi: 10.1007/s11277-016-3316-7. Epub 2016 May 13.

Abstract

As the development of information and communication technology (ICT) and the affirmation of the importance of healthcare, using wireless sensor networks (WSNs) is a promising approach to assist modern medical practices. The transmission optimization of HWSNs is an issue worth studying deeply, which is facing challenges such as data diversity, real-time requirement, reliable transmission, dynamic environment and so on. This paper considers four kinds of transmission cost comprehensively, and adopts the stochastic differential game theory to discuss this issue. With the objective of minimizing the transmission cost, three kinds of game models are constructed, i.e., cooperative model, partial cooperative model and non-cooperative model. The optimal transmission strategies under different game modes are obtained for HWSNs. The numerical simulation compares three strategies and verifies the validity of the method present in this paper.

摘要

随着信息通信技术(ICT)的发展以及医疗保健重要性的确定,使用无线传感器网络(WSN)是协助现代医疗实践的一种有前途的方法。异构无线传感器网络(HWSN)的传输优化是一个值得深入研究的问题,它面临着数据多样性、实时性要求、可靠传输、动态环境等挑战。本文综合考虑了四种传输成本,并采用随机微分博弈理论来探讨这个问题。以最小化传输成本为目标,构建了三种博弈模型,即合作模型、部分合作模型和非合作模型。得到了异构无线传感器网络在不同博弈模式下的最优传输策略。数值模拟比较了三种策略,并验证了本文所提方法的有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e904/7088864/8a3aa9264cfe/11277_2016_3316_Fig1_HTML.jpg

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