Estimation of backlog and delay in OFDM/TDMA systems with traffic policing using Network Calculus

被引:4
|
作者
Vieira, F. H. T. [1 ]
Santos, J. A., Jr. [1 ]
Cardoso, A. A. [1 ]
机构
[1] Fed Univ Goias UFG, Sch Elect Mech & Comp Engn EMC, Goiania, Go, Brazil
关键词
D O I
10.1016/j.compeleceng.2013.09.003
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Achieving quality of service (QoS) in OFDM based networks depends, among other factors, on mechanisms for traffic policing or control. Aggregate traffic in high speed networks can present multifractal characteristics such as bursts over a wide range of time scales, heavy tailed inter-arrival time densities, self-similarity and long-range dependence. These properties are followed by a degradation of quality of service for the traffic flows. In this paper, we firstly propose a policing algorithm based on multifractal traffic modeling, evaluating its performance in comparison to other algorithms. We present a more precise in general envelope modeling process in order to efficiently police the input traffic to the system. Further, we present an approach based on Network Calculus for estimating quality of service parameters, such as mean queue length (backlog) and delay. We analyze these two parameters for an OFDM/TDMA based simplified WiMAX system with and without the application of traffic modeling based policing algorithms. In other words, we propose an approach for evaluating some QoS parameters of an OFDM/TDMA system where the traffic is policed. We also evaluate the performance of the proposed algorithm in policing the traffic in an OFDM/TDMA system. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2507 / 2520
页数:14
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