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Scheduling Policies for the LTE Downlink Channel: A Performance Comparison

机译:LTE下行链路信道的调度策略:性能   对照

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摘要

A key feature of the packet scheduler in LTE system is that it can allocateresources both in the time and frequency domain. Furthermore, the scheduler isacquainted with channel state information periodically reported by userequipments either in an aggregate form for the whole downlink channel, ordistinguished for each available subchannel. This mechanism allows for widediscretion in resource allocation, thus promoting the flourishing of severalscheduling algorithms, with different purposes. It is therefore of greatinterest to compare the performance of such algorithms in different scenarios.A very common simulation tool that can be used for this purpose is ns-3, whichalready supports a set of well known scheduling algorithms for LTE downlink,though it still lacks schedulers that provide throughput guarantees. In thiswork we contribute to fill this gap by implementing a scheduling algorithm thatprovides long-term throughput guarantees to the different users, whileopportunistically exploiting the instantaneous channel fluctuations to increasethe cell capacity. We then perform a thorough performance analysis of thedifferent scheduling algorithms by means of extensive ns-3 simulations, bothfor saturated UDP and TCP traffic sources. The analysis makes it possible toappreciate the difference among the scheduling algorithms, and to assess theperformance gain, both in terms of cell capacity and packet service time,obtained by allowing the schedulers to work on the frequency domain.
机译:LTE系统中数据包调度程序的关键特征是它可以在时域和频域中分配资源。此外,调度器了解由用户设备周期性报告的信道状态信息,或者以针对整个下行链路信道的聚合形式,或者针对每个可用子信道进行区分。这种机制允许在资源分配中进行广泛的分配,从而促进具有不同目的的几种调度算法的兴旺发展。因此,在不同情况下比较此类算法的性能引起了极大的兴趣。可用于此目的的非常通用的仿真工具是ns-3,它已经支持一套众所周知的LTE下行链路调度算法,尽管它仍然缺乏提供吞吐量保证的调度程序。在这项工作中,我们通过实现一种调度算法来弥补这一空白,该算法可为不同用户提供长期吞吐量保证,同时还可以利用瞬时信道波动来增加小区容量。然后,我们通过广泛的ns-3仿真对饱和的UDP和TCP流量源进行不同调度算法的全面性能分析。通过进行分析,可以了解调度算法之间的差异,并评估通过允许调度器在频域上工作而获得的小区容量和分组服务时间方面的性能增益。

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