基于模型的无线身体传感器网络节点设计

I. Beretta, F. Rincón, N. Khaled, P. Grassi, V. Rana, David Atienza Alonso, D. Sciuto
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引用次数: 14

摘要

无线身体传感器网络(WBSNs)是一项新兴技术,可以对患者的生命信号进行持续而不显眼的监测。为了使WBSN节点的寿命最大化,同时在信号感知、预处理和无线传输到基站期间满足预定义的性能,WBSN节点的配置被证明是至关重要的。在这项工作中,我们提出了一个基于模型的WBSN节点优化框架,该框架以该应用领域中最耗能组件的详细分析特征为中心。我们还提出了一种多目标探索算法来评估节点配置和相应的性能权衡。通过实例验证了所提框架的有效性,证明了该模型能够捕捉到真实wbsn的行为,并有效地确定了pareto最优配置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model-based design for wireless body sensor network nodes
Wireless body sensor networks (WBSNs) are a rising technology that allows constant and unobtrusive monitoring of the vital signals of a patient. The configuration of a WBSN node proves to be critical in order to maximize its lifetime, while meeting the predefined performance during signal sensing, preprocessing, and wireless transmission to the base station. In this work, we propose a model-based optimization framework for WBSN nodes, which is centered on a detailed analytical characterization of the most energy-demanding components of this application domain. We also propose a multi-objective exploration algorithm to evaluate the node configurations and the corresponding performance tradeoffs. A case study is discussed to validate the proposed framework, proving that our model captures the behavior of real WBSNs and efficiently leads to the determination of the Pareto-optimal configurations.
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