Performance analysis of PF, M-LWDF and EXP/PF packet scheduling algorithms in 3GPP LTE downlink

F. Afroz, K. Sandrasegaran, P. Ghosal
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引用次数: 23

Abstract

In this paper, the performance of Proportional Fair (PF), Maximum-Largest Weighted Delay First (M-LWDF) and Exponential/Proportional Fair (EXP/PF) packet scheduling algorithms has been investigated in the downlink Long Term Evolution (LTE) system. The performance evaluation is conducted in single cell with interference environment while increasing number of users in the range of 10 to 80 (Case 1) and varying users' speed in the range [3, 120] km/h (Case 2). Results show that in Case 1, M-LWDF outperforms other two algorithms in terms of average throughput, spectral efficiency, packet delay, packet loss ratio (PLR), and fairness index, and in Case 2, the performance of simulated scheduling algorithms drops noticeably with increased users' speed and M-LWDF outperforms other two algorithms in terms of average throughput, spectral efficiency, PLR, and delay.
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3GPP LTE下行链路中PF、M-LWDF和EXP/PF分组调度算法的性能分析
本文研究了比例公平(PF)、最大加权延迟优先(M-LWDF)和指数/比例公平(EXP/PF)分组调度算法在下行链路长期演进(LTE)系统中的性能。在有干扰的单小区环境下,增加10 ~ 80个用户数量(案例1),改变用户速度(案例2)。结果表明,在案例1中,M-LWDF在平均吞吐量、频谱效率、分组延迟、丢包率(PLR)和公平性指标方面优于其他两种算法;随着用户速度的增加,模拟调度算法的性能明显下降,M-LWDF在平均吞吐量、频谱效率、PLR和延迟方面优于其他两种算法。
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