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Delay-Based Back-Pressure Scheduling in Multihop Wireless Networks

机译:基于延迟的多跳无线网络背压调度

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摘要

Scheduling is a critical and challenging resource allocation mechanism formultihop wireless networks. It is well known that scheduling schemes that favorlinks with larger queue length can achieve high throughput performance.However, these queue-length-based schemes could potentially suffer from large(even infinite) packet delays due to the well-known last packet problem,whereby packets belonging to some flows may be excessively delayed due to lackof subsequent packet arrivals. Delay-based schemes have the potential toresolve this last packet problem by scheduling the link based on the delay thepacket has encountered. However, characterizing throughput-optimality of thesedelay-based schemes has largely been an open problem in multihop wirelessnetworks (except in limited cases where the traffic is single-hop.) In thispaper, we investigate delay-based scheduling schemes for multihop trafficscenarios with fixed routes. We develop a scheduling scheme based on a newdelay metric, and show that the proposed scheme achieves optimal throughputperformance. Further, we conduct simulations to support our analytical results,and show that the delay-based scheduler successfully removes excessive packetdelays, while it achieves the same throughput region as the queue-length-basedscheme.
机译:调度是用于多跳无线网络的关键且具有挑战性的资源分配机制。众所周知,支持较长队列长度的链接的调度方案可以实现较高的吞吐量性能,但是由于众所周知的最后一个数据包问题,这些基于队列长度的方案可能会遭受较大(甚至无限)的数据包延迟。由于缺少后续数据包到达,属于某些流的数据包可能会过度延迟。基于延迟的方案有可能通过根据数据包遇到的延迟来调度链路,从而解决最后一个数据包问题。但是,表征这些基于延迟的方案的吞吐量优化在很大程度上是多跳无线网络中的一个开放问题(在少数情况下,流量是单跳的除外)。在本文中,我们研究了具有固定路由的多跳流量方案的基于延迟的调度方案。我们开发了一种基于新的延迟度量的调度方案,并表明该方案实现了最佳的吞吐量性能。此外,我们进行了仿真以支持我们的分析结果,并表明基于延迟的调度程序成功消除了过多的数据包延迟,同时实现了与基于队列长度的方案相同的吞吐量区域。

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