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Bound-Based Power Optimization for Multi-Hop Heterogeneous Wireless Industrial Networks Under Statistical Delay Constraints

机译:基于绑定的多跳异构无线网络功率优化   统计延迟约束下的工业网络

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摘要

The noticeably increased deployment of wireless networks for battery-limitedindustrial applications in recent years highlights the need for tractableperformance analysis methodologies as well as efficient QoS-aware transmitpower management schemes. In this work, we seek to combine several importantaspects of such networks, i.e., multi-hop connectivity, channel heterogeneityand the queuing effect, in order to address these needs. We designdelay-bound-based algorithms for transmit power minimization and networklifetime maximization of multi-hop heterogeneous wireless networks using ourpreviously developed stochastic network calculus approach for performanceanalysis of a cascade of buffered wireless fading channels. Our analysis showsan overall transmit power saving of up to 95% compared to a fixed powerallocation scheme when using a service model in terms of the Shannon capacitylimit. For a more realistic set-up, we evaluate the performance of thesuggested algorithm in a WirelessHART network, which is a widely usedcommunication standard for process automation and other industrialapplications. We find that link heterogeneity can significantly reduce networklifetime when no efficient power management is applied. Moreover, we show,using extensive simulation study, that the proposed bound-based powerallocation performs reasonably well compared to the real optimum, especially inthe case of WirelessHART networks.
机译:近年来,用于电池有限的工业应用的无线网络的部署明显增加,这凸显了对易于处理的性能分析方法以及有效的QoS感知传输功率管理方案的需求。在这项工作中,我们试图结合这种网络的几个重要方面,即多跳连接性,信道异质性和排队效应,以解决这些需求。我们使用先前开发的随机网络演算方法设计了基于延迟绑定的算法,以使多跳异构无线网络的发射功率最小化和网络寿命最大化,从而对级联的缓冲无线衰落信道进行性能分析。我们的分析显示,与使用固定功率分配方案的Shannon容量限制相比,与固定功率分配方案相比,该方案可将整体发射功率节省多达95%。对于更现实的设置,我们评估WirelessHART网络中建议算法的性能,该网络是用于过程自动化和其他工业应用的广泛使用的通信标准。我们发现,如果不应用有效的电源管理,则链路异构可以大大缩短网络寿命。此外,我们通过广泛的仿真研究表明,与实际的最优值相比,所提出的基于边界的功率分配表现得相当好,尤其是在WirelessHART网络的情况下。

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