基于流量建模的不同无线技术频谱效率评估

C. Ball, K. Ivanov
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引用次数: 6

摘要

在蜂窝分组数据网络中,信道容量和频谱效率被广泛用于比较不同无线技术的性能。最近的研究表明,交通建模对这些关键绩效指标的影响很大。本文采用两种通用业务模型来评估广泛使用的GSM/EDGE和即将推出的新型宽带OFDM IEEE 802.16 WiMax系统的频谱效率。第一种流量模型假定每个用户的平均分组数据呼叫持续时间(EMPC-D)相等,而第二种流量模型假定每个用户的平均分组呼叫数据量(EMPC-V)相等。评估程序基于一种新提出的分析/几何方法,用于快速评估蜂窝分组数据网络的性能。数值计算和详细的系统级仿真验证了推导出的解析公式的正确性。GSM/EDGE和移动WiMax在1次3复用中的研究,以及WiMax在1次1复用中应用于固定宽带无线接入(BWA)的研究表明,两种业务模式的频谱效率相差40% ~ 60%。移动WiMax与GSM/EDGE的比较表明,新型宽带OFDM系统的频谱效率提高了20%-40%,具有适度的性能优势。然而,BWA WiMax提供的容量是移动WiMax的三倍
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Spectrum efficiency evaluation for different wireless technologies based on traffic modeling
Channel capacity and spectrum efficiency are widely used to compare the performance of different wireless technologies in cellular packet data networks. Recent studies revealed strong impact of traffic modeling on these key performance indicators. In this paper two generic traffic models are used to evaluate the spectrum efficiency for widespread GSM/EDGE and the upcoming new broadband OFDM IEEE 802.16 WiMax system. The first traffic model assumes an equal mean packet data call duration (EMPC-D) whereas the second one assumes an equal mean packet call data volume (EMPC-V) per subscriber. The evaluation procedure is based on a newly proposed combined analytical/geometric approach for rapid performance estimation in cellular packet data networks. The results obtained from the derived analytical formulas have been verified and confirmed by numerical computations and detailed system level simulations. The study of GSM/EDGE and mobile WiMax in 1times3 reuse as well as WiMax applied to fixed broadband wireless access (BWA) in 1times1 reuse shows a considerable difference of 40% to 60% in terms of spectrum efficiency between both traffic models. The comparison of mobile WiMax with GSM/EDGE reveals a moderate performance advantage for the new broadband OFDM system in the order of 20%-40% higher spectrum efficiency. BWA WiMax, however, provides a three-fold capacity gain compared to mobile WiMax
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