Fairness in delay-aware cross layer data transmission scheme for wireless sensor networks

I. Al-Anbagi, M. Erol-Kantarci, H. Mouftah
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引用次数: 17

Abstract

Prioritization of the data collected by the Wireless Sensor Networks (WSNs) can provide promising performance enhancements for applications that monitor and control the critical systems. Particularly, in smart grid, defense and e-health applications, delivering high priority data with low latency is important. Previous works have focused on various cross layer approaches for providing Quality of Service (QoS) in WSNs. However, in the ad hoc nature of WSNs it is highly challenging to become aware of selfish nodes that may exploit those QoS-aware approaches. In our previous work, we have proposed a delay-aware cross layer technique for WSNs. In this paper, we propose a cross layer scheme that is both fairness-aware and delay-aware. Our fairness in delay-aware cross layer data transmission scheme (FDRX) is based on delay-estimation and data prioritization steps that are performed before the data transmission by the application layer. If the estimated delay is higher than the acceptable latency range for the high priority data, MAC layer parameters respond to the delay requirements of the application and vary channel access mechanism in a fair manner. Our results show that the proposed FDRX scheme is able to reduce end-to-end delay for data demanding timely delivery while the latency of the other packets is slightly impacted. Furthermore, our approach is able to maintain acceptable performance in terms packet delivery and energy consumption.
无线传感器网络延迟感知跨层数据传输方案的公平性
无线传感器网络(wsn)收集的数据的优先级可以为监视和控制关键系统的应用程序提供有希望的性能增强。特别是在智能电网、国防和电子卫生应用中,以低延迟提供高优先级数据非常重要。以前的工作主要集中在各种跨层方法上,以提供无线传感器网络中的服务质量(QoS)。然而,在无线传感器网络的特殊性质中,要意识到可能利用那些qos感知方法的自私节点是非常具有挑战性的。在我们之前的工作中,我们提出了一种用于wsn的延迟感知跨层技术。在本文中,我们提出了一种公平感知和延迟感知的跨层方案。延迟感知跨层数据传输方案(FDRX)的公平性是基于在数据传输之前由应用层执行的延迟估计和数据优先级步骤。如果估计的延迟高于高优先级数据的可接受延迟范围,则MAC层参数会响应应用程序的延迟需求,并以公平的方式改变通道访问机制。我们的研究结果表明,提出的FDRX方案能够减少端到端的延迟,而其他数据包的延迟受到轻微影响。此外,我们的方法能够在数据包传输和能耗方面保持可接受的性能。
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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