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无线传感器节点能量消耗、可靠性和延迟的自适应管理:应用于IEEE 802.15.4无线传感器节点。

Adaptive management of energy consumption, reliability and delay of wireless sensor node: Application to IEEE 802.15.4 wireless sensor node.

作者信息

Kone Cheick Tidjane, Mathias Jean-Denis, De Sousa Gil

机构信息

DRIT, Esatic, Abidjan, Côte d'Ivoire.

UR LISC, Irstea, Aubière, France.

出版信息

PLoS One. 2017 Feb 24;12(2):e0172336. doi: 10.1371/journal.pone.0172336. eCollection 2017.

Abstract

Designing a Wireless Sensor Network (WSN) to achieve a high Quality of Service (QoS) (network performance and durability) is a challenging problem. We address it by focusing on the performance of the 802.15.4 communication protocol because the IEEE 802.15.4 Standard is actually considered as one of the reference technologies in WSNs. In this paper, we propose to control the sustainable use of resources (i.e., energy consumption, reliability and timely packet transmission) of a wireless sensor node equipped with photovoltaic cells by an adaptive tuning not only of the MAC (Medium Access Control) parameters but also of the sampling frequency of the node. To do this, we use one of the existing control approaches, namely the viability theory, which aims to preserve the functions and the controls of a dynamic system in a set of desirable states. So, an analytical model, describing the evolution over time of nodal resources, is derived and used by a viability algorithm for the adaptive tuning of the IEEE 802.15.4 MAC protocol. The simulation analysis shows that our solution allows ensuring indefinitely, in the absence of hardware failure, the operations (lifetime duration, reliability and timely packet transmission) of an 802.15.4 WSN and one can temporarily increase the sampling frequency of the node beyond the regular sampling one. This latter brings advantages for agricultural and environmental applications such as precision agriculture, flood or fire prevention. Main results show that our current approach enable to send more information when critical events occur without the node runs out of energy. Finally, we argue that our approach is generic and can be applied to other types of WSN.

摘要

设计一个无线传感器网络(WSN)以实现高质量服务(QoS)(网络性能和耐用性)是一个具有挑战性的问题。我们通过关注802.15.4通信协议的性能来解决这个问题,因为IEEE 802.15.4标准实际上被视为无线传感器网络中的参考技术之一。在本文中,我们建议通过不仅对MAC(介质访问控制)参数而且对配备光伏电池的无线传感器节点的采样频率进行自适应调整,来控制资源的可持续利用(即能耗、可靠性和数据包及时传输)。为此,我们使用现有的一种控制方法,即可行性理论,其目的是在一组期望状态中保持动态系统的功能和控制。因此,我们推导了一个描述节点资源随时间演变的分析模型,并将其用于一种可行性算法,以对IEEE 802.15.4 MAC协议进行自适应调整。仿真分析表明,我们的解决方案能够在没有硬件故障的情况下无限期地确保802.15.4无线传感器网络的运行(寿命时长、可靠性和数据包及时传输),并且可以暂时将节点的采样频率提高到常规采样频率之上。这对于农业和环境应用(如精准农业、防洪或防火)具有优势。主要结果表明,我们当前的方法能够在关键事件发生时发送更多信息,而不会使节点耗尽能量。最后,我们认为我们的方法具有通用性,可以应用于其他类型的无线传感器网络。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc48/5325272/b36d88630865/pone.0172336.g001.jpg

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