Exploiting Sink Mobility for Maximizing Sensor Networks Lifetime

Z. Wang, S. Basagni, E. Melachrinoudis, C. Petrioli
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引用次数: 546

Abstract

This paper explores the idea of exploiting the mobility of data collection points (sinks) for the purpose of increasing the lifetime of a wireless sensor network with energy-constrained nodes. We give a novel linear programming formulation for the joint problems of determining the movement of the sink and the sojourn time at different points in the network that induce the maximum network lifetime. Differently from previous solutions, our objective function maximizes the overall network lifetime (here defined as the time till the first node "dies" because of energy depletion) rather than minimizing the energy consumption at the nodes. For wireless sensor networks with up to 256 nodes our model produces sink movement patterns and sojourn times leading to a network lifetime up to almost five times that obtained with a static sink. Simulation results are performed to determine the distribution of the residual energy at the nodes over time. These results confirm that energy consumption varies with the current sink location, being the nodes more drained those in the proximity of the sink. Furthermore, the proposed solution for computing the sink movement results in a fair balancing of the energy depletion among the network nodes.
利用Sink迁移最大化传感器网络生命周期
本文探讨了利用数据采集点(sink)的移动性来增加具有能量约束节点的无线传感器网络的生命周期的想法。本文给出了一种新的线性规划公式,用于确定网络中引起最大网络生存期的节点的移动和逗留时间的联合问题。与之前的解决方案不同,我们的目标函数最大化整个网络的生命周期(这里定义为直到第一个节点因为能量耗尽而“死亡”的时间),而不是最小化节点的能量消耗。对于具有多达256个节点的无线传感器网络,我们的模型产生sink移动模式和逗留时间,导致网络生命周期几乎是静态sink的五倍。仿真结果确定了节点上剩余能量随时间的分布。这些结果证实,能量消耗随当前sink位置的变化而变化,即靠近sink的节点更耗尽。此外,提出的计算sink移动的解决方案使得网络节点之间的能量消耗得到了公平的平衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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