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Performance evaluation of Dynamic Multilevel Priority (DMP) packet scheduling method for wireless sensor networks (WSNs)

机译:无线传感器网络(WSN)的动态多级优先级(DMP)数据包调度方法的性能评估

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There are many real time environment in which the use of wireless sensor networks (WSNs) is growing, especially the applications like military, health monitoring, security monitoring etc. WSN is nothing but collection of small, tiny sensor nodes which is having resource constraints like battery life. Therefore many research comes on WSNs are targeted on improving the energy efficiency of WSNs and extend the lifetime. In this paper, we are focusing to work on packet scheduling scheme which plays vital role to improve the energy efficiency and QoS performances. Currently there are many packet scheduling schemes used by researchers in WSNs applications such as First Come First Serve (FCFS), preemptive priority scheduling, non-preemptive priority scheduling methods. However this method suffered from limitations like higher routing overhead, more end to end delay and hence more energy consumption. In this paper, we are aiming to investigate new algorithm which overcomes the limitations of this existing method and achieves the better QoS and less energy consumption results. The investigated algorithm is called Dynamic Multilevel Priority (DMP) scheduling method. As the name indicates, this method works dynamically and as per the requirement of packet scheduling. There are three queues used by this algorithm for priority scheduling and applications like real time, non-real time. In first queue, real time packets processed with highest priority. In second queue, non-real time data packets processed with highest priority than third queue. In third queue, non real time data packets those are sensed at local are processed. The practical evaluation of this method is done using NS2.
机译:在许多实时环境中,无线传感器网络(WSN)的使用正在增长,尤其是在军事,健康监控,安全监控等应用程序中。WSN只是具有资源限制的小型传感器节点的集合。电池寿命。因此,许多关于无线传感器网络的研究都致力于提高无线传感器网络的能效并延长其使用寿命。在本文中,我们集中精力研究数据包调度方案,该方案对于提高能效和QoS性能起着至关重要的作用。当前,研究人员在WSN应用中使用了许多分组调度方案,例如“先到先服务(FCFS)”,“抢先式优先级调度”,“非抢先式优先级调度方法”。然而,该方法受到诸如更高的路由开销,更多的端到端延迟以及因此更多的能量的限制。本文旨在研究新算法,该算法克服了现有方法的局限性,并获得了更好的QoS和更少的能耗结果。研究的算法称为动态多级优先级(DMP)调度方法。顾名思义,此方法是动态运行的,并且符合数据包调度的要求。该算法使用三个队列来进行优先级调度和实时,非实时等应用。在第一个队列中,以最高优先级处理实时数据包。在第二队列中,非实时数据包的处理优先级高于第三队列。在第三队列中,处理在本地感测到的非实时数据分组。该方法的实际评估是使用NS2完成的。

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