Channel Aware Scheduling Algorithm for LTE Uplink and Downlink

A. Kanagasabai, A. Nayak
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引用次数: 8

Abstract

In the past two decades, there has been a drastic increase in the mobile traffic, which is caused by the improved user experience with smart phones and its applications. In LTE system, the packet scheduler plays a vital role in the effective utilization of the resources. This field is not standardized and has immense scope of improvement, allowing vendor-specific implementation. LTE scheduling can be categorized into two extremes, namely, Opportunistic scheduling and Fairness scheduling. The Best Channel Quality Indicator (BCQI) algorithm falls under the former category while Proportional Fairness (PF) algorithm under the later. BCQI algorithm provides high system throughput than PF algorithm, however, unlike BCQI algorithm, PF algorithm considers users with poor channel condition for allocation process. In this work, a new scheduling algorithm called as Opportunistic Dual Metric (ODM) Scheduling Algorithm is proposed for LTE uplink and downlink. The objective of the algorithm is to prioritize the users with good channel condition for resource allocation, at the same time not to starve the users with poor channel conditions. The proposed algorithm has two resource allocation matrices, one being throughput-centric and the other being is fairness-centric. The uplink algorithm uses the two resource allocation matrices to allocate the resources to the users and to ensure contiguous resource allocation. The downlink algorithm is an extension of the proposed uplink algorithm avoiding uplink constraints. The downlink algorithm employs the two resource distribution matrices to provide an efficient resource allocation by expanding the allocation for the users considering intermittent resources. The performance of ODM is measured in terms of throughput, fairness. Additionally, the uplink algorithm is analyzed in terms of transmit power. From the results it is observed that the proposed algorithm has better trade-off in terms of all the performance parameters than PF scheduler and BCQI scheduler.
LTE上行和下行链路的信道感知调度算法
在过去的二十年里,由于智能手机及其应用程序的用户体验的改善,移动流量急剧增加。在LTE系统中,分组调度对资源的有效利用起着至关重要的作用。这个领域没有标准化,有很大的改进空间,允许特定于供应商的实现。LTE调度可以分为两个极端,即机会调度和公平调度。最佳信道质量指标(BCQI)算法属于前者,比例公平(PF)算法属于后者。BCQI算法提供了比PF算法更高的系统吞吐量,但与BCQI算法不同的是,PF算法在分配过程中会考虑信道条件较差的用户。本文提出了一种新的LTE上行链路和下行链路调度算法——机会对偶度量调度算法(ODM)。该算法的目标是优先考虑信道条件较好的用户进行资源分配,同时不使信道条件较差的用户挨饿。该算法有两个资源分配矩阵,一个以吞吐量为中心,另一个以公平性为中心。上行算法使用两个资源分配矩阵将资源分配给用户,保证资源的连续分配。下行算法是对上行算法的扩展,避免上行约束。下行算法利用两种资源分配矩阵,在考虑间歇性资源的情况下,扩大用户的资源分配,提供有效的资源分配。ODM的性能是根据吞吐量、公平性来衡量的。此外,从发射功率的角度对上行算法进行了分析。结果表明,与PF调度器和BCQI调度器相比,该算法在各性能参数上具有更好的折衷性。
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