Enhanced Priority Load-Aware Scheduling Algorithm for Wireless Broadband Networks

Aminu Mohammed, Abdulhakeem Abdulazeez, Ahmed Yusuf Tambuwal
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引用次数: 1

Abstract

WiMAX, one of the emerging wireless broadband networks, was designed to support traffic from applications with diverse QoS requirements. In WiMAX, an efficient resource management technique such as scheduling is required for the proper allocation of network resources to these data streams. This article proposes an enhanced priority load-aware scheduling (EPLAS) algorithm to improve the performance of WiMAX networks. The proposed scheme adaptively determines the weight of each queue based on the queue load. It also introduces a packet drop control mechanism that reduces the packet drop rate and increases the average throughput of the network by prioritizing packets with the earliest deadlines within each queue. The performance of EPLAS was evaluated against other benchmark schemes using several simulation experiments. The results revealed that EPLAS performed significantly better than the benchmark algorithms in terms of average delay, average packet drop ratio, and average throughput.
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无线宽带网络的增强优先级负载感知调度算法
WiMAX是新兴的无线宽带网络之一,旨在支持具有不同QoS要求的应用程序的流量。在WiMAX中,需要一种有效的资源管理技术,如调度,以便为这些数据流适当地分配网络资源。为了提高WiMAX网络的性能,提出了一种增强的优先级负载感知调度(EPLAS)算法。该方案根据队列负载自适应地确定每个队列的权重。它还引入了丢包控制机制,通过在每个队列中优先处理截止日期最早的数据包,降低了丢包率,提高了网络的平均吞吐量。通过几个仿真实验,对EPLAS的性能与其他基准方案进行了比较。结果表明,EPLAS在平均延迟、平均丢包率和平均吞吐量方面都明显优于基准算法。
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