无线4G蜂窝在GPS方案下的性能建模

D. Kouvatsos, I. Awan, Y. Li
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引用次数: 3

摘要

基于最大熵(ME)原理,设计了一个分析框架,用于在基于缓冲阈值的广义部分共享(GPS)流量处理方案的高效MAC协议下,对具有突发多媒体业务切换的4G无线小区进行性能建模。在此背景下,提出了一个开放排队网络模型(QNM),该模型由三个相互作用的多类GE型排队和延迟系统组成,即IP语音呼叫的GE/GE/c/sub 1//c/sub 1/丢失系统,具有低(T/sub l/)和高(T/sub h/)缓冲阈值的流媒体数据包的GE/GE/c/sub 2//N/sub 2//FCFS/CBS(T/sub l/T/sub h/)排队系统和具有歧视性PS传输规则的GE/GE/l/N/sub 3//PS延迟系统。在适当的ge型排队和延迟理论约束下,对这些系统状态概率的解析ME解进行了表征,并确定了聚合状态和阻塞概率的新的封闭形式表达式。本文包括典型的数值示例,以根据基于java的模拟结果验证ME性能指标,并研究突发的多类流量对计算单元性能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance modeling of a wireless 4G cell under a GPS scheme with hand off
A analytic framework is devised, based on the principle of maximum entropy (ME), for the performance modeling of a wireless 4G cell with bursty multimedia traffic with hand off under an efficient MAC protocol with a buffer threshold-based generalized partial sharing (GPS) traffic handling scheme. In this context, an open queueing network model (QNM) is proposed consisting of three interacting multiclass GE-type queueing and delay systems, namely a GE/GE/c/sub 1//c/sub 1/ loss system of IP voice calls, a GE/GE/c/sub 2//N/sub 2//FCFS/CBS(T/sub l/T/sub h/) queueing system of streaming media packets with low (T/sub l/) and high (T/sub h/) buffer thresholds and a GE/GE/l/N/sub 3//PS delay system with a discriminatory PS transfer rule. Analytic ME solutions for the state probabilities of these systems are characterized, subject to appropriate GE-type queueing and delay theoretic constraints and new closed form expressions for the aggregate state and blocking probabilities are determined. Typical numerical examples are included to validate the ME performance metrics against Java-based simulation results and also to study the effect of bursty multiple class traffic upon the performance of the cell.
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