Probability of Coexistence of LTE-LAA and WLAN Systems Based on Delay Constraints

Yao Ma, W. Young, E. Anderson, J. Coder
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引用次数: 4

Abstract

To support efficient spectrum sharing and related standardization efforts in unlicensed spectrum, it is important to develop analytical tools to accurately quantify coexistence performance between long-term evolution license assisted access (LTE-LAA) and incumbent systems, such as wireless local area network (WLAN). Though joint throughput of spectrum sharing LTE-LAA and WLAN systems has been extensively studied, there lacks a systematic study on a high level metric - the probability of coexistence (PoC), which indicates whether coexistence is successful or not probabilistically. Another problem is that the majority of available results either ignored delay constraints, or studied only the mean (or variance) of delay, but have not considered the delay distribution and its impact on throughput. To address these problems, we define and analyze the original PoC metrics between LTE-LAA and WLAN systems based on two practical delay constraints. The first PoC is derived from the joint distribution probability of delays for successful transmissions; and the second PoC is defined upon the joint probability of delay-constrained throughput (DCT) of LAA and WLAN systems. To address the technical difficulties involved, we design a novel analytical framework to evaluate the moment generating function and cumulative distribution function (CDF) of the delay, and a new method to evaluate the DCT and its CDF. Consequently, the PoCs can be evaluated accurately with low complexity. The analytical results are verified by our Monte Carlo simulations, which demonstrate impacts of delay and throughput requirements on the PoCs, and illustrate design tradeoffs and insightful findings. These results provide theoretical and practical value for designing improved LTE-LAA and WLAN systems, and may be extended to other emerging spectrum sharing communication systems.
基于时延约束的LTE-LAA与WLAN共存概率研究
为了支持有效的频谱共享和非授权频谱的相关标准化工作,必须开发分析工具来准确量化长期演进许可辅助接入(LTE-LAA)与现有系统(如无线局域网(WLAN))之间的共存性能。虽然频谱共享LTE-LAA和WLAN系统的联合吞吐量已经得到了广泛的研究,但缺乏对一个高层次度量-共存概率(PoC)的系统研究,该度量从概率上表明共存是否成功。另一个问题是,现有的大多数结果要么忽略了延迟约束,要么只研究了延迟的均值(或方差),而没有考虑延迟分布及其对吞吐量的影响。为了解决这些问题,我们定义并分析了基于两个实际延迟约束的LTE-LAA和WLAN系统之间的原始PoC指标。第一PoC由成功传输延迟的联合分布概率导出;第二PoC根据LAA和WLAN系统的延迟约束吞吐量(DCT)的联合概率来定义。针对所涉及的技术难点,我们设计了一种新的分析框架来评估延迟的矩生成函数和累积分布函数(CDF),并提出了一种新的方法来评估延迟的矩生成函数及其累积分布函数。因此,可以以较低的复杂度准确地评估poc。我们的蒙特卡罗模拟验证了分析结果,演示了延迟和吞吐量要求对poc的影响,并说明了设计权衡和深刻的发现。这些结果为设计改进的LTE-LAA和WLAN系统提供了理论和实用价值,并可推广到其他新兴的频谱共享通信系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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