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Communication-Centric Energy Conservation for Multi-Hop Wireless Networks

机译:多跳无线网络的以通信为中心的节能

摘要

Energy conservation is one of the greatest challenges in multi-hop wireless networks due to the ever-increasing energy requirements of wireless devices and the slow advancement of battery technology. While significant energy savings can be obtained by incorporating energy efficiency into the design of network protocols, the approaches taken so far have been very diverse. Current research has focused on either optimizing the energy use for a given communication task, or optimizing the energy consumption when the network is idle. However, an integrated approach is lacking. To this end, we explore the limits of traditional stand-alone techniques and expose some commonly held myths about energy conservation in wireless multi-hop networks. The main goal of our research is to develop a unified design that enables energy-efficient network operation.In the first part of the thesis, we explore the existence of an optimal operating point that minimizes energy while satisfying the communication requirements on the network. Our goal is to conserve energy by accounting for all sources of energy consumption: (1) energy consumed for communication including energy spent for data and control overhead and (2) energy consumed during idling. Essentially, this is an energy-efficient network design problem. Since this problem is a node-weighted buy-at-bulk problem, which is NP-hard, we follow a divide-and-conquer approach, and first propose an on-demand topology management protocol, TITAN to reduce idling energy consumption. TITAN serves as a building block for a two-stage approach to energy-efficient network design, which first reduces the energy consumed in idling and second the energy consumed in data communication. Our results show that this two-stage approach is the only feasible approach that meets the challenge of operating the network with low energy cost without degrading communication.From our experiences with energy-efficient network design, we observed that : (1) idling energy consumption should be the primary target for energy conservation, (2) any solution to energy conservation becomes cost prohibitive with increasing overhead, and (3) minimizing energy conservation does not necessarily improve network lifetime. Therefore, in the second part of this thesis, we build on our results to formulate solutions to each of these problems. To reduce idling energy consumption, we propose a bulk-communication protocol that achieves high energy savings from using a high-power high-rate radio for data communication and a low-power low-rate radio for network maintenance. To maintain energy-efficiency in the presence of high control and data overhead, respectively, we present two protocols: (1) adaptive recovery to maintain energy-efficiency in the presence of failures and (2) probability-based broadcast forwarding. Finally, to balance energy consumption in the network, we use a preemptive recovery protocol that re-distributes traffic based on the remaining energy of current forwarding nodes. Essentially, our results show that high energy savings, high communication performance and long lifetime in the network can be achieved through low-overhead, low-complexity protocols that rely on local decisions.
机译:由于无线设备的能源需求不断增长以及电池技术的缓慢发展,节能是多跳无线网络中的最大挑战之一。尽管可以通过将能效纳入网络协议的设计中来节省大量能源,但到目前为止,所采用的方法非常多样化。当前的研究集中在优化给定通信任务的能源使用,或优化网络空闲时的能源消耗。但是,缺少一种综合方法。为此,我们探索了传统独立技术的局限性,并揭露了有关无线多跳网络节能的一些普遍存在的神话。我们研究的主要目标是开发一个使能源高效的网络运行成为可能的统一设计。在本文的第一部分,我们探讨了存在一个最佳的工作点,该工作点可以在满足网络通信需求的同时将能量最小化。我们的目标是通过考虑所有能源消耗来节省能源:(1)通信消耗的能量,包括数据和控制开销所消耗的能量,以及(2)空闲期间消耗的能量。本质上,这是一个节能的网络设计问题。由于此问题是节点加权的批量购买问题,难于解决NP问题,因此我们采用分而治之的方法,并首先提出了按需拓扑管理协议TITAN,以减少空载能耗。 TITAN是采用两阶段方法进行节能网络设计的基础,该方法首先减少了空转时消耗的能量,其次是数据通信中消耗的能量。我们的结果表明,这种两阶段方法是唯一可行的方法,它可以在不降低通信成本的情况下以较低的能源成本应对网络运营的挑战。根据我们在节能网络设计方面的经验,我们发现:(1)闲置能源应将其作为节能的主要目标,(2)任何节能解决方案都将随着开销的增加而抑制成本,并且(3)最小化节能并不一定会延长网络寿命。因此,在本文的第二部分中,我们以我们的结果为基础,针对每个问题制定解决方案。为了减少空闲能量消耗,我们提出了一种大容量通信协议,该协议通过使用高功率高速率无线电进行数据通信和使用低功率低速率无线电进行网络维护来实现高节能。为了分别在高控制和数据开销的情况下保持能效,我们提出了两种协议:(1)自适应恢复以在出现故障时保持能效,以及(2)基于概率的广播转发。最后,为了平衡网络中的能源消耗,我们使用了抢占式恢复协议,该协议根据当前转发节点的剩余能量重新分配流量。本质上,我们的结果表明,依靠本地决策的低开销,低复杂度协议可以实现网络中的高节能,高通信性能和长寿命。

著录项

  • 作者

    Sengul Cigdem;

  • 作者单位
  • 年度 2007
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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