A Novel HWRR-SJF Scheduling Algorithm for Optimal Performance Improvement in LTE System

IF 0.7 4区 工程技术 Q4 EDUCATION, SCIENTIFIC DISCIPLINES
P. S
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引用次数: 1

Abstract

In currently, the revolution in a high-speed broadband network is the requirement and also endless demand for high data rate and mobility. To achieve above requirement, the 3rd Generation Partnership Project (3GPP) has been established the Long Time Evolution (LTE). LTE has established an improved LTE radio interface named LTE-Advanced (LTE-A) and it is a promising technology for providing broadband, mobile Internet access. But, better Quality of Service (QoS) to provide for customers is the main issue in LTE-A. To reduce the above issue, the packets should be utilized by using one of the most significant function of packet scheduling to upgrading system performance via determines the throughput performance. In existing scheme, the user with poor Channel Quality Indicator (CQI) has smaller throughput issue is not focused. In this paper, a Hybrid Weighted Round Robin with Shortest Job First (HWRR-SJF) Scheduling technique is proposed to enhance efficient throughput and fairness in LTE system for stationary and mobile users. In this proposed scheduling, to schedule users according to a different criterion like fairness and CQI. HWRR-SJF Scheduling has been proposed for scheduling of the users and it produces increased throughput for various SNR values simulated alongside Pedestrian and Vehicular moving models. The proposed method also uses a 4G-LTE filter or Digital Dividend (DD) in order to align the incoming signal. The digital dividend is used to remove white spaces, which refer to frequencies assigned to a broadcasting service but not used locally. The proposed model is very effective for users in terms of the performance metrics like packet loss, throughput, packet delay, spectral efficiency, fairness and it has been verified through MATLAB simulations.
一种用于LTE系统性能优化的HWRR-SJF调度算法
目前,高速宽带网络的革命是对高数据速率和移动性的要求,也是无止境的要求。为了实现上述要求,第三代合作伙伴计划(3GPP)已经建立了长期演进(LTE)。LTE已经建立了一种改进的LTE无线电接口,称为高级LTE(LTE-A),它是一种用于提供宽带、移动互联网接入的有前途的技术。但是,为客户提供更好的服务质量(QoS)是LTE-A中的主要问题。为了减少上述问题,应该通过使用分组调度的最重要功能之一来利用分组,通过确定吞吐量性能来升级系统性能。在现有的方案中,信道质量指标(CQI)较差的用户吞吐量较小的问题没有得到关注。本文提出了一种最短作业优先的混合加权循环调度技术(HWRR-SJF),以提高LTE系统中固定和移动用户的高效吞吐量和公平性。在这个提出的调度中,根据不同的标准(如公平性和CQI)来调度用户。HWRR-SJF调度已经被提出用于用户的调度,并且它对于与行人和车辆移动模型一起模拟的各种SNR值产生了增加的吞吐量。所提出的方法还使用4G-LTE滤波器或数字股息(DD)来对准输入信号。数字红利用于去除空白,空白指的是分配给广播服务但未在本地使用的频率。所提出的模型在丢包、吞吐量、分组延迟、频谱效率、公平性等性能指标方面对用户非常有效,并通过MATLAB仿真进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Engineering Education
International Journal of Engineering Education EDUCATION, SCIENTIFIC DISCIPLINES-ENGINEERING, MULTIDISCIPLINARY
CiteScore
2.40
自引率
30.00%
发文量
0
审稿时长
4-8 weeks
期刊介绍: The International Journal of Engineering Education (IJEE) is an independent, peer-reviewed journal. It has been serving as an international archival forum of scholarly research related to engineering education for over thirty years. The Journal publishes six issues per year. These include, from time to time, special issues on specific engineering education topics. Only manuscripts that have a focus on engineering education will be considered for publication.
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