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Reliability and Energy-Efficiency inIEEE 802.15.4/ZigBee Sensor Networks:An Adaptive and Cross-Layer Approach

机译:IEEE 802.15.4 / ZigBee传感器网络中的可靠性和能源效率:自适应和跨层方法

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摘要

A major concern in wireless sensor networks (WSNs) is energy conservation, since battery-powered sensor nodes are expected to operate autonomously for a long time, e.g., for months or even years. Another critical aspect of WSNs is reliability, which is highly application-dependent. In most cases it is possible to trade-off energy consumption and reliability in order to prolong the network lifetime, while satisfying the application requirements. In this paper we propose an adaptive and cross-layer framework for reliable and energy-efficient data collection in WSNs based on the IEEE 802.15.4/ZigBee standards. The framework involves an energy-aware adaptation module that captures the application's reliability requirements, and autonomously configures the MAC layer based on the network topology and the traffic conditions in order to minimize the power consumption. Specifically, we propose a low-complexity distributed algorithm, called ADaptive Access Parameters Tuning (ADAPT), that can effectively meet the application-specific reliability under a wide range of operating conditions, for both single-hop and multi-hop networking scenarios. Our solution can be integrated into WSNs based on IEEE 802.15.4/ZigBee without requiring any modification to the standards. Simulation results show that ADAPT is very energy-efficient, with near-optimal performance.
机译:无线传感器网络(WSN)的一个主要问题是节能,因为电池供电的传感器节点有望在很长一段时间内自主运行,例如几个月甚至几年。 WSN的另一个关键方面是可靠性,它高度依赖于应用程序。在大多数情况下,可以在满足应用需求的同时,权衡能耗和可靠性,以延长网络寿命。在本文中,我们提出了一种基于IEEE 802.15.4 / ZigBee标准的自适应跨层框架,用于WSN中可靠且节能的数据收集。该框架包括一个能量感知的自适应模块,该模块捕获应用程序的可靠性要求,并根据网络拓扑和流量状况自动配置MAC层,以最大程度地降低功耗。具体来说,我们提出了一种称为ADaptive Access Parameters Tuning(ADAPT)的低复杂度分布式算法,该算法可在单跳和多跳网络场景中有效满足各种操作条件下特定于应用程序的可靠性。我们的解决方案可以集成到基于IEEE 802.15.4 / ZigBee的WSN中,而无需对标准进行任何修改。仿真结果表明,ADAPT具有很高的能效,性能接近最佳。

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