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The Uplink Capacity Evaluation of Wireless Networks: Spectral Analysis Approach

机译:无线网络的上行容量评估:频谱分析方法

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In this paper we study the capacity of wireless cellular network, inparticular the uplink of WCDMA system by using the two dimensional continuous-time Markov chain (CTMC) technique. Considering two types of calls: real-time (RT) calls that characterized by a quasifixed transmission rate, and best-effort (BE) calls which do notrequire strict demand but need some reliability conditions. Wedevelop an approach based on the spectral analysis for evaluatingthe cell capacity. We explicitly obtain the simultaneousdistribution of the number of RT connections and the number of BEconnections in the steady-state. This analysis allows us to simplifythe computation of the performance measures including expected delayand throughput of BE traffic. These performances are obtainedexplicitly in both cases (finite and infinite) of BE calls asfunction of system parameters like arrival rate of BE and RT calls,service rate of BE and RT calls. These results allow the operator toevaluate the cell capacity by varying these parameters independentlyof the number of BE calls according to its policy to manage thenetwork. Note that this analysis can be applied to various systemssuch as WiMAX/HSPA, and for both uplink and downlink scenarios, soour spectral analysis approach is not only applicable to the uplinkof WCDMA system. We further propose some CAC (Call admissioncontrol) policies for BE traffic. We finally conclude this work bysome numerical and simulation results. The simulation resultsobtained by the network simulator (NS2) are closely to the numericalresults of our analytical results which validate our theoreticalmodel.
机译:本文利用二维连续时间马尔可夫链(CTMC)技术研究无线蜂窝网络的容量,特别是WCDMA系统的上行链路。考虑两种呼叫:以准固定传输速率为特征的实时(RT)呼叫和不需要严格要求但需要一些可靠性条件的尽力而为(BE)呼叫。我们开发了一种基于光谱分析的方法来评估电池容量。我们显式地获得了稳态下RT连接数和BE连接数的同时分布。该分析使我们能够简化性能度量的计算,包括预期的BE业务量延迟和吞吐量。这些性能是在BE调用(有限和无限)两种情况下(根据BE和RT调用的到达率,BE和RT调用的服务速率)作为系统参数的函数而明确获得的。这些结果使运营商可以根据其管理网络的策略,通过独立于BE呼叫次数来改变这些参数来评估小区容量。注意,该分析可以应用于诸如WiMAX / HSPA的各种系统,并且对于上行链路和下行链路场景,酸性频谱分析方法不仅适用于WCDMA系统的上行链路。我们还针对BE流量提出了一些CAC(呼叫准入控制)策略。我们最后通过一些数值和仿真结果总结了这项工作。网络仿真器(NS2)获得的仿真结果与我们的分析结果的数值结果非常接近,这些结果验证了我们的理论模型。

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