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Handling inelastic traffic in wireless sensor networks

机译:处理无线传感器网络中的非弹性流量

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摘要

The capabilities of sensor networking devices are increasing at a rapid pace. It is therefore not impractical to assume that future sensing operations will involve real time (inelastic) traffic, such as audio and video surveillance, which have strict bandwidth constraints. This in turn implies that future sensor networks will have to cater for a mix of elastic (having no bandwidth constraint requirements) and inelastic traffic. Current state of the art rate control protocols for wireless sensor networks, are however designed with focus on elastic traffic. In this work, by adapting a recently developed theory of utilityproportional rate control for wired networks to a wireless setting, and combining it with a stochastic optimization framework that results in an elegant queue backpressure-based algorithm, we have designed the first-ever rate control protocol that can efficiently handle a mix of elastic and inelastic traffic in a wireless sensor network. We implement this novel protocol in a real world sensor network stack, the TinyOS-2.x communication stack for IEEE 802.15.4 radios and evaluate the real-world performance of this protocol through comprehensive experiments on 20 and 40-node subnetworks of USC's 94-node Tutornet wireless sensor network testbed.
机译:传感器网络设备的功能正在快速增长。因此,假设未来的传感操作将涉及具有严格带宽限制的实时(非弹性)流量,例如音频和视频监视,是不切实际的。反过来,这意味着未来的传感器网络将不得不兼顾弹性(无带宽限制要求)和非弹性流量的混合。然而,当前设计用于无线传感器网络的最新速率控制协议的重点是弹性流量。在这项工作中,通过将有线网络的实用比例速率控制理论发展为无线设置,并将其与随机优化框架相结合,从而产生了基于队列背压的优雅算法,我们设计了首个速率控制可以有效处理无线传感器网络中弹性和非弹性流量混合的协议。我们在现实世界的传感器网络堆栈,用于IEEE 802.15.4无线电的TinyOS-2.x通信堆栈中实现了这一新颖协议,并通过在USC 94的20和40节点子网中进行了全面的实验,评估了该协议的实际性能-node Tutornet无线传感器网络测试平台。

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